Updated on 2026/03/10

写真a

 
NAKAMOTO TAKAMICHI
 
Organization
Institute of Integrated Research Laboratory for Future Interdisciplinary Research of Science and Technology Specially Appointed Professor
Title
Specially Appointed Professor
Profile
東京工業大学理工学研究科電子物理工学専攻
准教授
External link

News & Topics

News & Media

Degree

  • Doctor of Engineering ( Tokyo Institute of Technology )

Research Interests

  • 嗅覚ディスプレイ

  • 匂いセンサ

  • 匂い認識チップ

  • 匂いの記録再生システム

  • Odor sensing system

  • 遠隔匂い再現

  • Odor recorder

  • Olfactory display

  • Teleolfaction

  • Odor recognition chip

Research Areas

  • Informatics / Kansei informatics

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Measurement engineering

Education

  • Tokyo Institute of Technology   Science of Engineering

    - 1984

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    Country: Japan

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  • Tokyo Institute of Technology   Graduate School, Division of Science and Engineering

    - 1984

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  • Tokyo Institute of Technology   School of Engineering   Department of Electrical and Electronic Engineering

    - 1982

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    Country: Japan

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Research History

  • Tokyo Institute of Technology   Institute of Innovative Research   Professor

    2016.4

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  • Tokyo Institute of Technology   Professor

    2013.4 - 2016.3

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  • 東京工業大学理工学研究科   准教授

    2007 - 2013

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  • -:東京工業大学 工学部 助教授

    1993 - 2007

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  • :東京工業大学 助手

    1987 - 1993

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  • -:日立製作所 武蔵工場

    1984 - 1987

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Professional Memberships

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Committee Memberships

  • IEEE   Sensors 2024 General Co-chair  

    2020.11   

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    Committee type:Academic society

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  • International Symposium on Olfaction & Electronic Noses 2019   Technical Program Committee Co-chairman  

    2017.6 - 2019.5   

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    Committee type:Other

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  • 電気学会   センサ・マイクロマシン部門研究調査運営委員会委員長  

    2015.5 - 2016.5   

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    Committee type:Academic society

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  • 電気学会   センサ・マイクロマシン部門 副部門長  

    2014.5 - 2016.5   

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    Committee type:Academic society

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  • 電気学会   センサ・マイクロマシン部門編修委員会委員長  

    2014.5 - 2015.5   

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    Committee type:Academic society

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  • Digital Olfaction Society   Digital Olfaction Society Chairman  

    2014.1 - 2014.12   

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    Committee type:Academic society

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  • 電気学会   嗅覚インターフェイス調査専門委員会委員長  

    2012.11 - 2014.10   

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    Committee type:Academic society

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  • 日本学術振興会   特別研究員等委員  

    2011.4 - 2012.3   

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    Committee type:Government

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  • 電気学会   センサ・マイクロマシン部門総合研究会実行委員長  

    2010.10 - 2011.9   

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    Committee type:Academic society

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  • 電気学会   平成23年全国大会論文委員会委員長  

    2010.7 - 2011.6   

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    Committee type:Academic society

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  • 社)電子情報技術産業協会 (JEITA)   センシング技術実用化ロードマップ調査分科会委員長  

    2010.4 - 2012.3   

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    Committee type:Other

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  • 電気学会   ケミカルセンサ技術委員会委員長  

    2009.4 - 2012.3   

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    Committee type:Academic society

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  • 電気学会   香りのセンシングと再現による感性マルチメディア調査専門委員会委員長  

    2009.4 - 2011.3   

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    Committee type:Academic society

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  • 電気学会   電気学会E部門研究調査運営委員会委員、香りのセンシングと再現による感性マルチメディア調査専門委員会委員長、ケミカルセンサ技術委員会委員長  

    2009   

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    Committee type:Academic society

    電気学会

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  • JEITA   センサ動向・統計分科会委員長  

    2008.4 - 2010.3   

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    Committee type:Other

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  • 日本学術振興会   科学研究費委員会専門委員  

    2006.4 - 2008.3   

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    Committee type:Academic society

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  • 電気学会   匂いセンサと嗅覚ディスプレイ調査専門委員会委員長  

    2005.9 - 2007.8   

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    Committee type:Academic society

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  • 電気学会   会悪臭センシング調査専門委員会委員長  

    2003.4 - 2005.3   

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    Committee type:Academic society

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  • 特許庁   工業所有権審議会試験委員  

    2003.4 - 2004.3   

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    Committee type:Government

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  • 文部科学省   科学技術政策研究所技術動向研究センター専門職員  

    2001.4 - 2004.3   

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    Committee type:Government

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  • 文部科学省   大学院教育研究拠点形成支援経費選定委員会委員  

    2000.4 - 2001.3   

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    Committee type:Government

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  • 文部科学省   学術調査官  

    1998.4 - 2000.3   

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    Committee type:Government

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Papers

  • Polyaniline-Supported Atomic-Level Pt and Pt-Au Clusters as Catalytic Electrodes in Propanol Oxidation

    Kengo Watanabe, Keisuke Okamoto, Hiroki Kawakami, Shohei Yoshida, Tomoyuki Kurioka, Chun-Yi Chen, Chi-Hua Yu, Yung-Jung Hsu, Takamichi Nakamoto, Masato Sone, Tso-Fu Mark Chang

    Materials   18 ( 11 )   2594 - 2594   2025.6

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    Publishing type:Research paper (scientific journal)   Publisher:MDPI AG  

    Noble metals are widely recognized for their ability to catalyze the electro-oxidation of organic compounds, with smaller particle sizes significantly enhancing electrocatalytic activity. In this study, catalytic electrodes decorated with atomic-level platinum and Pt-Au clusters were fabricated using cyclic atomic-metal electrodeposition. The interactions between the iminium (protonated imine) groups in emeraldine salt polyaniline (PANI) and metal chloride complexes in the electrolyte enabled precise control over the cluster size and composition. The electrocatalytic activity of these electrodes for propanol oxidation was systematically evaluated using cyclic voltammetry (CV). Notably, PANI electrodes decorated with odd-numbered atomic-level Pt clusters exhibited higher peak oxidation currents compared to even-numbered clusters, revealing a unique even–odd effect. For atomic-level Pt-Au clusters, the catalytic activity was significantly influenced by the sequence of Pt and Au deposition, with PANI-Au1Pt3 achieving the highest catalytic activity (35.34 mA/cm2). Bi-metallic clusters consistently outperformed mono-metallic clusters, and clusters containing only one Pt atom demonstrated superior catalytic activity. These findings provide valuable insights into the design of high-performance catalytic electrodes by leveraging atomic-level control of the cluster size, composition, and deposition sequence, paving the way for advanced applications in electrochemical sensors.

    DOI: 10.3390/ma18112594

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  • Exploration of Flavor Sample for Odor Reproduction In Mass Spectrum Space

    Hanqing Zhao, Dani Prasetyawan, Takamichi Nakamoto

    2024 IEEE SENSORS   1 - 4   2024.10

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/sensors60989.2024.10784934

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  • Perfume Reproduction Analysis with Robustness Against Interference Using Improved NMF in Mass Spectrum Space

    Dani Prasetyawan, Shengyu Wang, Hanqing Zhao, Takamichi Nakamoto

    2024 IEEE SENSORS   1 - 4   2024.10

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/sensors60989.2024.10784693

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  • Airflow Optimization for Olfactory Display Using Inkjet Device

    Nilava Debabhuti, Dani Prasetyawan, Takamichi Nakamoto

    2024 IEEE SENSORS   1 - 4   2024.10

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/sensors60989.2024.10784664

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  • Odor Biosensors Based on Cell Expressing Olfactory Receptor: Recent Advances

    Hongchao Deng, Takamichi Nakamoto

    Analysis & Sensing   2024.5

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    Inspired by the powerful biological olfaction, scientists extracted numerous materials such as olfactory sensory neuron, olfactory receptor (OR) protein, and odorant binding protein from animal olfactory systems, then combined them with transducers to form multiple odor biosensors. These biosensors, despite well inheriting the sensing ability of creatures, have several drawbacks, such as complex preparation process, unstable sensing material characteristics, and high cost. Unlike the biological materials listed above, cell expressing heterologous OR maintains a stable sensing performance after passaging for multiple generations, also its experimental operation is simple, and cost is low. Therefore, odor biosensors based on cell expressing OR have been well developed in recent years. In this review, we first listed several odor biosensors based on cell expressing OR, mainly focusing on fluorescent and electrophysiological measurement methods. Furthermore, we illustrated the techniques to improve the biosensor performance, e. g., wider detection range, longer lifetime, more OR types, and higher quantification efficiency. In addition, we explained the possible prospects such as big sensor array and predicting odor response.

    DOI: 10.1002/anse.202400006

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  • Discrete and continuous odor quantification in gas-phase odor biosensor

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    Measurement Science and Technology   35 ( 7 )   075105 - 075105   2024.4

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    Publishing type:Research paper (scientific journal)   Publisher:IOP Publishing  

    Abstract

    Cells expressing heterologous olfactory receptors (ORs) were commonly used as the sensing elements in odor biosensors owing to their high sensitivity and selectivity. However, The odor quantification performance of these biosensors especially in speed and accuracy aspects is not so favorable yet. To overcome this problem, we proposed discrete and continuous odor quantification. In this study, two ORs, Or13a and Or56a, and their agonists, 1-octen-3-ol and geosmin were used. The cell images were handled online to accelerate the processing speed. The odor intensity that we intended to quantify was the target odor, the odor intensity that we provided was the generated odor. The target and generated odors were repeatedly applied thus mitigating the sensor drift and aging influence. The target odor quantification outcome could be one of several discrete candidates (discrete quantification) or a continuous value computed based on the standard response curve (continuous quantification). We first obtained the typical results of the discrete and continuous quantification methods using single OR. After this, we executed the experiments in multiple target odor intensities and made a comparison between two methods. Discrete quantification was simpler while continuous quantification was faster and more accurate. In addition, both methods were tested under binary odor mixture conditions and their quantification results were satisfactory. The methods proposed here will benefit the on-site precise quantification of odor biosensors.

    DOI: 10.1088/1361-6501/ad3bdc

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    Other Link: https://iopscience.iop.org/article/10.1088/1361-6501/ad3bdc/pdf

  • Decoration of atomic PdxAuy (1 ≤ x + y ≤ 4) clusters on polyaniline in electrochemical sensing of 1-propanol

    Shohei Yoshida, Keisuke Okamoto, Tomoyuki Kurioka, Chun-Yi Chen, Parthojit Chakraborty, Yi-Feng Lin, Yung-Jung Hsu, Takamichi Nakamoto, Masato Sone, Tso-Fu Mark Chang

    Surface and Coatings Technology   130762 - 130762   2024.4

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.surfcoat.2024.130762

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  • 嗅覚ディスプレイにおける匂い調合の実現に向けた挑戦

    松倉悠, 石田寛, 中本高道

    日本VR学会誌   29 ( 1 )   15 - 18   2024.4

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  • New Trend of Amperometric Gas Sensors Using Atomic Gold-Decorated Platinum/Polyaniline Composites

    Anifatul Faricha, Parthojit Chakraborty, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    Chemosensors   12 ( 2 )   27 - 27   2024.2

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    Publishing type:Research paper (scientific journal)   Publisher:MDPI AG  

    The Amperometric Gas Sensor (AGS) uses an electrode as the transducer element which converts its signal into a current from the electrochemical reaction of analytes taking place at the electrode surface. Many attempts to improve AGS performance, such as modifying the working electrode, applying a particular gas-permeable membrane, and selecting the proper electrolyte, etc., have been reported in the scientific literature. On the other hand, in the materials community, atomic gold has gained much attention because its physicochemical properties dramatically differ from those of gold nanoparticles. This paper provides an overview of the use of atomic gold in AGSs, both in a bulky AGS and a miniaturized AGS. In the miniaturized AGS, the system must be redesigned; for example, the aqueous electrolyte commonly used in a bulky AGS cannot be used due to volatility and fluidity issues. A Room Temperature Ionic Liquid (RTIL) can be used to replace the aqueous electrolyte since it has negligible vapor pressure; thus, a thin film of RTIL can be realized in a miniaturized AGS. In this paper, we also explain the possibility of using RTIL for a miniaturized AGS by incorporating a quartz crystal microbalance sensor. Several RTILs coated onto modified electrodes used for isomeric gas measurement are presented. Based on the results, the bulky and miniaturized AGS with atomic gold exhibited a higher sensor response than the AGS without atomic gold.

    DOI: 10.3390/chemosensors12020027

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  • Gas-phase odor mixture quantification based on relative comparison method using multiple olfactory receptors

    Hongchao Deng, Hidefumi Mitsuno, Eri Kuroda, Sawako Niki, Ryohei Kanzaki, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   401   134995 - 134995   2024.2

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.snb.2023.134995

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  • Interference Separation Using Improved Nonnegative Matrix Factorization for Odor Reproduction Analysis in Mass Spectrum Space

    Dani Prasetyawan, Hanqing Zhao, Takamichi Nakamoto

    ISOEN 2024 - International Symposium on Olfaction and Electronic Nose, Proceedings   2024

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/ISOEN61239.2024.10556112

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  • Droplet formation analysis for multi-component olfactory display using inkjet devices

    Nilava Debabhuti, Dani Prasetyawan, Takamichi Nakamoto

    ISOEN 2024 - International Symposium on Olfaction and Electronic Nose, Proceedings   2024

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/ISOEN61239.2024.10556128

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  • Optimization of multi-component olfactory display using inkjet devices Reviewed

    Hiroya Hachiyama, Takamichi Nakamoto

    IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences   2023.12

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electronics, Information and Communications Engineers (IEICE)  

    DOI: 10.1587/transfun.2023eap1051

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  • Biosensors for Odor Detection: A Review

    Hongchao Deng, Takamichi Nakamoto

    Biosensors   13 ( 12 )   1000 - 1000   2023.11

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    Publishing type:Research paper (scientific journal)   Publisher:MDPI AG  

    Animals can easily detect hundreds of thousands of odors in the environment with high sensitivity and selectivity. With the progress of biological olfactory research, scientists have extracted multiple biomaterials and integrated them with different transducers thus generating numerous biosensors. Those biosensors inherit the sensing ability of living organisms and present excellent detection performance. In this paper, we mainly introduce odor biosensors based on substances from animal olfactory systems. Several instances of organ/tissue-based, cell-based, and protein-based biosensors are described and compared. Furthermore, we list some other biological materials such as peptide, nanovesicle, enzyme, and aptamer that are also utilized in odor biosensors. In addition, we illustrate the further developments of odor biosensors.

    DOI: 10.3390/bios13121000

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  • Optimization of Odor Blending for 20-component Olfactory Display

    Hiroto Hayashi, Dani Prasetyawan, Masaaki Iseki, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   143 ( 11 )   338 - 343   2023.11

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    Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical Engineers of Japan (IEE Japan)  

    DOI: 10.1541/ieejsmas.143.338

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  • Gas-Phase Odorant Fast Quantification by Odor Biosensor Based on Reference Response Model

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Shuhei Nomoto, Takamichi Nakamoto

    IEEE Sensors Journal   23 ( 20 )   24169 - 24178   2023.10

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    Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/jsen.2023.3309968

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  • Odor Reproduction Technology Using a Small Set of Odor Components

    Dani Prasetyawan, Takamichi Nakamoto

    IEEJ Transactions on Electrical and Electronic Engineering   19 ( 1 )   4 - 14   2023.9

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Replicating specific scents by mixing ‘base odors’ is the main idea behind the concept of odor reproduction. Just as primary colors can be combined to generate a wide range of colors in visual perception, the hope is to find a similar principle in olfaction. However, defining such ‘primary odors’ is difficult due to the complexity of our sense of smell, which is much different from vision. In spite of these challenges, numerous scientists have endeavored to identify a combination of basic smell components that can mimic various scents. Currently, the suggested combinations of smell components are typically only successful at recreating specific, intended scents. The range of reproducible scents differs based on the selection of base odors, yet these studies have provided valuable knowledge about the nature of these primary odors. This review paper will focus on the latest studies related to odor reproduction. Understanding odor space, odor reproduction, and the challenges encountered when expanding the range of odors will be explained. © 2023 Institute of Electrical Engineer of Japan and Wiley Periodicals LLC.

    DOI: 10.1002/tee.23915

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  • Active Tracking of Temporally Changing Gas-Phase Odor Mixture Using an Array of Cells Expressing Olfactory Receptors Reviewed

    Hongchao Deng, Yuji Sukekawa, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    Analytical Chemistry   95 ( 30 )   11558 - 11565   2023.8

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1021/acs.analchem.3c02675

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  • Array of Miniaturized Amperometric Gas Sensors Using Atomic Gold Decorated Pt/PANI Electrodes in Room Temperature Ionic Liquid Films Reviewed

    Anifatul Faricha, Shohei Yoshida, Parthojit Chakraborty, Keisuke Okamoto, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    Sensors   23 ( 8 )   4132 - 4132   2023.4

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    Publishing type:Research paper (scientific journal)   Publisher:MDPI AG  

    Miniaturized sensors possess many advantages, such as rapid response, easy chip integration, a possible lower concentration of target compound detection, etc. However, a major issue reported is a low signal response. In this study, a catalyst, the atomic gold clusters of Aun where n = 2, was decorated at a platinum/polyaniline (Pt/PANI) working electrode to enhance the sensitivity of butanol isomers gas measurement. Isomer quantification is challenging because this compound has the same chemical formula and molar mass. Furthermore, to create a tiny sensor, a microliter of room-temperature ionic liquid was used as an electrolyte. The combination of the Au2 clusters decorated Pt/PANI and room temperature ionic liquid with several fixed electrochemical potentials was explored to obtain a high solubility of each analyte. According to the results, the presence of Au2 clusters increased the current density due to electrocatalytic activity compared to the electrode without Au2 clusters. In addition, the Au2 clusters on the modified electrode had a more linear concentration dependency trend than the modified electrode without atomic gold clusters. Finally, the separation among butanol isomers was enhanced using different combination of room-temperature ionic liquids and fixed potentials.

    DOI: 10.3390/s23084132

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  • Gold/MnO2 particles decorated on electrodeposited polyaniline toward non-enzymatic electrochemical sensor for glucose

    Keisuke Okamoto, Hiroki Kawakami, Yu-An Chien, Tomoyuki Kurioka, Wan-Ting Chiu, Parthojit Chakraborty, Takamichi Nakamoto, Yung-Jung Hsu, Masato Sone, Tso-Fu Mark Chang

    Micro and Nano Engineering   18   100175 - 100175   2023.4

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.mne.2023.100175

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  • Towards planar atomic-gold decorated polyaniline gas sensors for enhanced electrochemical sensing Reviewed

    Parthojit Chakraborty, Anifatul Faricha, Keisuke Okamoto, Hiroki Kawakami, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    IEEE Sensors Journal   23 ( 7 )   6481 - 6488   2023.3

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/JSEN.2023.3242318

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  • Sensory Evaluation of Interference Suppression in Odor Reproduction Using Mass Spectrometry

    Dani Prasetyawan, Yusuke Kashiwagi, Takamichi Nakamoto

    IEEE Access   11   24103 - 24111   2023

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/access.2023.3253891

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  • 20成分調合型嗅覚ディスプレイの匂い調合の最適化

    林 寛人, Dani Prasetyawan, 伊関 方晶, 中本 高道

    電気学会論文誌E   143 ( 11 )   338 - 343   2023

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  • Microgravimetric and Amperometric Sensor Coated With Room Temperature Ionic Liquid to Enhance Butanol Isomers Gas Separation Reviewed

    Anifatul Faricha, Parthojit Chakraborty, Keisuke Okamoto, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    IEEE Sensors Journal   22 ( 24 )   24471 - 24478   2022.12

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/jsen.2022.3221114

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  • Online Learning for Active Odor Sensing Based on a QCM Gas Sensor Array and an Odor Blender

    Manuel Aleixandre, Takamichi Nakamoto

    IEEE Sensors Journal   22 ( 23 )   22310 - 22318   2022.12

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/jsen.2022.3215127

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  • Extraction of sensing data for desired scent impressions using mass spectra of odorant molecules

    Tanoy Debnath, Takamichi Nakamoto

    Scientific Reports   12 ( 1 )   2022.9

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    Abstract

    Most of the olfactory perception works focused on forward prediction of odor impression, for example, given an odorant’s molecular structure parameters or the sensing data predict its odor impression. So far, mapping of mass spectrum of odorant molecules into the odor perception space (binary or continuous sensory space) has been successfully performed. However, it is difficult to predict odorant’s sensing data associated with binary odor descriptors (e.g., minty, peach, vanilla etc.). In this study, we have proposed a method to extract the corresponding sensing data (mass spectrum as sensing data) for a desired scent impression although one-to-one relationships are not usually guaranteed. Our target is to extract the sensing data for a given odor descriptor that will help perfumers to create scent. This study is first report for predicting sensing data for a given binary odor descriptor.

    DOI: 10.1038/s41598-022-20388-0

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    Other Link: https://www.nature.com/articles/s41598-022-20388-0

  • Study of Liquid Film Thickness for Gas Phase Odor Biosensor

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    IEEE Sensors Journal   22 ( 17 )   16785 - 16793   2022.9

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/jsen.2022.3192567

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  • A study of odor reproduction using multi‐component olfactory display

    Masaaki Iseki, Dani Prasetyawan, Yasufumi Yokoshiki, Takamichi Nakamoto

    Electrical Engineering in Japan   215 ( 3 )   2022.8

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    A sensory test experiment (triangle difference test) was conducted using the 20‐component olfactory display to confirm odor reproduction based on odor components. The essential oils used were lemon, palmarosa, carrot seed, elemi, lavender, cypress and mentha arvensis. Each one was selected from seven essential oil categories. The sensory test reveals that it was difficult to distinguish between the reproduced odor and the target one. Thus, the odor reproduction by olfactory display based on odor components was generally possible. Furthermore, we found that the participants used its features or intensities as clues to distinguish between the blended odor and the target one from a survey of the free comments on the questionnaire sheets.

    DOI: 10.1002/eej.23392

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    Other Link: https://onlinelibrary.wiley.com/doi/full-xml/10.1002/eej.23392

  • Exploration of sensing data to realize intended odor impression using mass spectrum of odor mixture

    Daisuke Hasebe, Manuel Alexandre, Takamichi Nakamoto

    PLOS ONE   17 ( 8 )   e0273011 - e0273011   2022.8

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Public Library of Science (PLoS)  

    Recently, olfactory information on odorants has been associated with their corresponding molecular features. Such information has been obtained by predicting the sensory test evaluation scores from the molecular structure parameters or the sensing data. On the other hand, we develop a method of the prediction of molecular features corresponding to the odor impression. We utilize a machine-learning-based odor predictive model introduced in our previous research, and we propose a mathematical model for exploring the sensing data space. By using mass spectrum as sensing data in the predictive model, we can represent predicted mass spectrum as those of an odor mixture, and the mixing ratio can be obtained. We show that the mass spectrum of apple flavor with enhanced ‘fruit’ and ‘sweet’ impressions can be obtained using 59 and 60 molecules respectively by using our analysis method.

    DOI: 10.1371/journal.pone.0273011

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  • Separation of Pure Perfume Mass Spectrum from Interferences Using ICA

    Dani Prasetyawan, Takamichi Nakamoto

    2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2022.5

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    DOI: 10.1109/isoen54820.2022.9789671

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  • Improving Performance of Odor Biosensor System Using Olfactory Receptor Reviewed

    Yokoshiki Yasufumi, Nagayoshi Keito, Mitsuno Hidefumi, Niki Sawako, Kanzaki Ryohei, Tokuda Takashi, Nakamoto Takamichi

    Sensors and Materials   34 ( 4 )   1617 - 1626   2022.4

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    DOI: 10.18494/sam3765

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  • A Study of Odor Reproduction Using Multi-component Olfactory Display Reviewed

    Iseki Masaaki, Prasetyawan Dani, Yokoshiki Yasufumi, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   142 ( 4 )   63 - 70   2022.4

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    A sensory test experiment (triangle difference test) was conducted using the 20-component olfactory display to confirm odor reproduction based on odor components. The essential oils used were lemon, palmarosa, carrot seed, elemi, lavender, cypress and mentha arvensis. Each one was selected from seven essential oil categories. The sensory test reveals that it was difficult to distinguish between the reproduced odor and the target one. Thus, the odor reproduction by olfactory display based on odor components was generally possible. Furthermore, we found that the participants used its features or intensities as clues to distinguish between the blended odor and the target one from a survey of the free comments on the questionnaire sheets.

    DOI: 10.1541/ieejsmas.142.63

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  • Development of polypyrrole/nano-gold composite for non-enzymatic glucose sensors

    Hiroki Kawakami, Yuki Ito, Yu-An Chien, Chun-Yi Chen, Wan-Ting Chiu, Parthojit Chakraborty, Takamichi Nakamoto, Masato Sone, Tso-Fu Mark Chang

    Micro and Nano Engineering   14   100109 - 100109   2022.4

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    DOI: 10.1016/j.mne.2022.100109

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  • Predicting individual perceptual scent impression from imbalanced dataset using mass spectrum of odorant molecules

    Tanoy Debnath, Takamichi Nakamoto

    Scientific Reports   12 ( 1 )   2022.3

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    Abstract

    Predicting odor impression is considered an important step towards measuring the quality of scent in the food, perfume, and cosmetic industries. In odor impression identification and classification, the main target is to predict scent impression while identifying non-target odor impressions are less significant. However, the effectiveness of predictive models depends on the quality of data distribution. Since it is difficult to collect large scale sensory data to create an evenly distributed positive (target odor) and negative (non-target odor) samples, a method is necessary to predict the individual characteristics of scent according to the number of positive samples. Moreover, it is required to predict large number of individual odor impressions from such kind of imbalanced dataset. In this study, we used mass spectrum of flavor molecules and their corresponding odor impressions which have a very disproportioned ratio of positive and negative samples. Thus, we used One-class Classification Support Vector Machine (OCSVM) and Cost-Sensitive MLP (CSMLP) to precisely classify target scent impression. Our experimental results show satisfactory performance in terms of AUCROC to detect the olfactory impressions of 89 odor descriptors from the mass spectra of flavor molecules.

    DOI: 10.1038/s41598-022-07802-3

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  • Extending lifetime of gas-phase odor biosensor using liquid thickness control and liquid exchange

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    Biosensors and Bioelectronics   199   113887 - 113887   2022.3

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    DOI: 10.1016/j.bios.2021.113887

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  • Overview of Quartz Crystal Microbalance Behavior Analysis and Measurement

    Sawit Na Songkhla, Takamichi Nakamoto

    Chemosensors   9 ( 12 )   350 - 350   2021.12

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    Quartz Crystal Microbalance (QCM) is one of the many acoustic transducers. It is the most popular and widely used acoustic transducer for sensor applications. It has found wide applications in chemical and biosensing fields owing to its high sensitivity, robustness, small sized-design, and ease of integration with electronic measurement systems. However, it is necessary to coat QCM with a sensing film. Without coating materials, its selectivity and sensitivity are not obtained. At present, this is not an issue, mainly due to the advancement of oscillator circuits and dedicated measurement circuits. Since a new researcher may seek to understand QCM sensors, we provide an overview of QCM from its fundamental knowledge. Then, we explain some of the recent QCM applications both in gas-phase and liquid-phase. Next, the theory of QCM is introduced by using piezoelectric stress equations and the Mason equivalent circuit, which explains how the QCM behavior is obtained. Then, the conventional equations that govern QCM behaviors in terms of resonant frequency and resistance are described. We show the behavior of QCM with a viscous film based on the acoustic wave equation and Mason equivalent circuit. Then, we present various existing QCM electronic measurement methods. Furthermore, we describe the experiment on QCM with viscous loading and its interpretation based on the Mason equivalent circuit. Lastly, we review some theoretical models to describe QCM behavior with various models.

    DOI: 10.3390/chemosensors9120350

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  • Predicting Odor Perception of Mixed Scent from Mass Spectrometry

    Tanoy Debnath, Dani Prasetyawan, Takamichi Nakamoto

    Journal of The Electrochemical Society   168 ( 11 )   117505 - 117505   2021.11

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    DOI: 10.1149/1945-7111/ac33e0

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  • Gas Phase Odorant Detection by Insect Olfactory Receptor

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    IEEE Sensors Journal   21 ( 19 )   21184 - 21191   2021.10

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    DOI: 10.1109/jsen.2021.3103286

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  • Binary mixture quantification using cell-based odor biosensor system with active sensing Reviewed

    Yuji Sukekawa, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    Biosensors and Bioelectronics   179   113053 - 113053   2021.5

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    DOI: 10.1016/j.bios.2021.113053

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  • Interpretation of Quartz Crystal Microbalance Behavior with Viscous Film Using a Mason Equivalent Circuit

    Sawit Na Songkhla, Takamichi Nakamoto

    Chemosensors   9 ( 1 )   9 - 9   2021.1

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    In odor sensing based on Quartz Crystal Microbalances (QCMs), the sensing film is crucial for both sensor sensitivity and selectivity. The typical response of the QCM due to sorption is a negative frequency shift. However, in some cases, the sorption causes a positive frequency shift, and then, Sauerbrey’s equation and Kanazawa’s equation cannot be applied to this situation. We model the QCM response with a Mason equivalent circuit. The model approximates a single layer of a uniform viscous coating on the QCM. The simulation of the equation circuit shows the possibility of the positive frequency change when the sorption occurs, which is the situation we find in some of the odor sensing applications. We measured the QCM frequency and resistance using the Vector Network Analyzer (VNWA). The QCMs were coated with glycerol, PEG2000, and PEG20M. To simulate odor exposure, a microdispenser was used to deposit the water. A positive frequency shift was observed in the case of PEG2000, and a negative frequency change was obtained for PEG20M. These results can be explained by the Mason equivalent circuit, with the assumption that when the film is exposed to water, its thickness increases and its viscosity decreases.

    DOI: 10.3390/chemosensors9010009

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  • Suppression of Interference of Fixative With Odorant Samples in Mass Spectrum Using ICA

    Dani Prasetyawan, Takamichi Nakamoto

    IEEE Access   9   134402 - 134412   2021

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    DOI: 10.1109/access.2021.3115760

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  • Polyaniline-atomic Au modified platinum electrode with ionic liquid as configuration for enhanced electrochemical sensing

    Parthojit Chakraborty, Hiroki Kawakami, Anifatul Faricha, Tso Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    Proceedings of IEEE Sensors   2021-October   2021

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    DOI: 10.1109/SENSORS47087.2021.9639545

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  • Sensory Evaluation of Odor Approximation Using NMF with Kullback-Leibler Divergence and Itakura-Saito Divergence in Mass Spectrum Space Reviewed

    Dani Prasetyawan, Nakamoto Takamichi

    Journal of the Electrochemical Society   167 ( 16 )   167520 - 167520   2020.12

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    DOI: 10.1149/1945-7111/abd110

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  • Polyaniline Supported Atomic Gold Electrode Toward Glucose Oxidation Reviewed

    Yuki Ito, Yu-An Chien, Parthojit Chakraborty, Tso-Fu Mark Chang, Takamichi Nakamoto, Masato Sone

    ECS Meeting Abstracts   2020.11

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    DOI: 10.1149/MA2020-02171504mtgabs

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  • Analysis of Chemical Data Using Deep Learning Prediction of Odor Impression by Mass-Spectrum Data Analysis Reviewed

    Takamichi NAKAMOTO

    Journal of the Japan Society of Colour Material   93 ( 11 )   353 - 360   2020.11

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    DOI: 10.4011/shikizai.93.353

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  • Catalytic Activity of Atomic Gold-Decorated Polyaniline Support in Glucose Oxidation Reviewed

    Yuki Ito, Tso-Fu Mark Chang, Yu-An Chien, Chun-Yi Chen, Parthojit Chakraborty, Takamichi Nakamoto, Masato Sone

    Electrochem   1 ( 4 )   394 - 399   2020.11

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    Atomic-level gold clusters are decorated on a polyaniline (PANI) support by a cyclic atomic electrodeposition process, and the catalytic activity in the oxidation of glucose is studied. The evaluation is conducted by cyclic voltammetry using atomic-level gold clusters-decorated PANI (PANI/AuN, where N indicates the atomic size of the Au cluster and N = 1~3 in this study) as the working electrode and a solution containing 0 to 50.0 mM of glucose in phosphate-buffered saline. The catalytic activity is determined from the oxidation current observed at around +0.6 V vs. Ag/AgCl. The catalytic activity is found to be affected by the size of gold clusters decorated on the PANI/AuN, whereby the catalytic activity is low when N is 1 or 3. On the other hand, an obvious enhancement in the catalytic activity is observed for the PANI/Au2 electrode.

    DOI: 10.3390/electrochem1040026

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  • Design and Development of Amperometric Gas Sensor With Atomic Au–Polyaniline/Pt Composite Reviewed

    Parthojit Chakraborty, Yu-An Chien, Wan-Ting Chiu, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto, Mira Josowicz, Jiri Janata

    IEEE Sensors Journal   20 ( 21 )   12479 - 12487   2020.11

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    DOI: 10.1109/jsen.2020.3002822

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  • Study of Room Temperature Ionic Liquids as Gas Sensing Materials in Quartz Crystal Microbalances Reviewed

    Manuel Aleixandre, Takamichi Nakamoto

    Sensors   20 ( 14 )   4026 - 4026   2020.7

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    Twenty-eight quartz crystal microbalance (QCM) sensors coated with different sensing films were tested and analyzed in this work; twenty-three sensors were coated in different room temperature ionic liquids (RTILs) and five additional QCM sensors were coated with conventional films commonly used as stationary phases in gas chromatography. Four volatile organic compounds (VOCs), in gaseous phase—hexanol, butyl acetate, 2-hexanone, and hexanoic acid—were measured. Two transducer mechanisms were used; resonant frequency shift and resistance shift of a QCM Mason equivalent circuit. The sensors were characterized by their sensitivity to the VOCs and their discrimination power of the four VOCs. The highest separation among VOCs was obtained when frequency and resistance information of both RTIL and conventional films was used, a sensor array composed by two RTILs (1-butyl-1-methylpyrrolidinium bis(trifluoromethanesulfonyl)imide and 1-hexyl-3-methylimidazolium hexafluorophosphate) and two conventional films (tricresyl phosphate and apiezon-L) was found to improve the Wilks lambda separation for the tested gases two orders of magnitude compared to the Wilks lambda using only a conventional films array.

    DOI: 10.3390/s20144026

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  • Indirect Sensing of Lower Aliphatic Ester Using Atomic Gold Decorated Polyaniline Electrode Reviewed

    Parthojit Chakraborty, Yu-An Chien, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    Sensors   20 ( 13 )   3640 - 3640   2020.6

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    DOI: 10.3390/s20133640

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  • Predicting human odor perception represented by continuous values from mass spectra of essential oils resembling chemical mixtures Reviewed

    Tanoy Debnath, Takamichi Nakamoto

    PLOS ONE   15 ( 6 )   e0234688 - e0234688   2020.6

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    DOI: 10.1371/journal.pone.0234688

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  • Sensory Evaluation of Odor Approximation Using Nmf with Kullback-Leibler Divergence and Itakura-Saito Divergence in Mass Spectrum Space

    Dani Prasetyawan, Takamichi Nakamoto

    ECS Meeting Abstracts   MA2020-01 ( 26 )   1843 - 1843   2020.5

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    Introduction

    The odor reproduction is achieved by approximating mass spectra of various odors by blending a set of odor components. These reproduced odors should be as close to the target odor as possible. The fidelity of odor reproduction should be as in the same manner as reproducing colors. Since no primary odors have been found, thus finding an appropriate set of odor components to perform odor reproduction is essential. The odor components should be kept as small as possible whereas it should cover a wide range of odors. In the present study, we performed a sensory evaluation of odors approximated with Kullback-Leibler and Itakura-Saito divergences on mass spectrum space.

    Method

    In our previous study, the non-negative matrix factorization (NMF) method was used to extract basis vector corresponding to odor components [1], [2]. NMF was performed to analyze the mass spectrum data space of essential oils as shown in Figure 1. Non-negativity property of NMF is useful in exploring odor components. We created a mass spectrum database of 185 essential oils originating from plants. Mass spectrum data were gathered at mass to charge (m/z) region from 50 to 250. Region below 50 was discarded because we diluted the samples with ethanol (molecular weight of 46). An example of essential oils' mass spectra that we gathered is shown in Figure 2.

    NMF with two different cost functions were performed in odor component exploration. Kullback-Leibler divergence (NMF-KL) and Itakura-Saito divergence (NMF-IS) were performed for the odor component exploration. IS divergence can extract small peaks in the high m/z region, with much contribution to human perception [3]. Those small peaks are ignored or degraded when using KL divergences [4]. Thus NMF-IS can enhance the approximation accuracy of the small peaks in high m/z area which might have a contribution to human olfaction.

    Non-negative least squares methods were performed to approximate the recipe for odor approximation. Non-negative least squares methods were applied twice. First one was used to obtain the recipe to approximate odor components explored by NMF and the second one to obtain the recipe to approximate the target odor based on odor components. Non-negative least squares with IS divergence based on optimization algorithm was applied to the result of NMF-IS, whereas normal non-negative least squares were applied to the result of NMF-KL.

    Results and Discussions

    The previous study revealed that 30 odor components worked well in approximating odor. We evaluated NMF-IS and NMF-KL only using 10 odor components. Although 10 odor components were insufficient for obtaining good approximation accuracy, the difference between the two methods became large. We extracted odor components from essential oils based on the recipe approximated by first non-negative least squares method.

    We approximated 6 target odors (clove bud, ylang-ylang, orange, origanum, mint) by using both NMF-IS and NMF-KL methods. Duo trio sensory test was performed to evaluate the approximated odors. A comparison of the original target odor and approximated odor mass spectrum are shown in Figure 3. The peaks locations were actually reproduced in spite of certain errors in magnitude even if we used only 10 odor components. A subject was asked to pick up either of the two approximated odor (one based on NMF-IS and another one based on NMF-KL) closer to the target one. We evaluated the Z score to the results of sensory tests (Table 1, P<0.05). The Z score of “+2” means the approximated odor by NMF-IS is significantly closer to the target odor whereas the Z score of “-2” means the approximated odor by NMF-KL is significantly closer to the target odor. The Z score of between +2 and -2 means none of approximated odor from both NMFs is closer to the target odor [5]. Three of the approximated odors (orange, mint, and ylang-ylang) by NMF-IS were closer to the target odor than that by NMF-KL. One approximated odor (cypress) by NMF-KL was closer to the target odor than that by NMF-IS. There was no significant closeness for the rest of two odors (clove bud and origanum). Overall, the sensory test reveals that approximated odors by NMF-IS were closer to the target odor than the odor approximated by NMF-KL. The Approximation quality based upon IS divergence was better than that based upon KL divergence.

    References:

    [1] T. Nakamoto, M. Ohno, and Y. Nihei, Odor Approximation Using Mass Spectrometry, IEEE Sens. J. 12 (2012), 3225–3231; doi: 10.1109/JSEN.2012.2190506

    [2] D. D. Lee and H. S. Seung, Learning the parts of objects by non-negative matrix factorization, Nature. 401 (1999), 788–791 ; doi: 10.1038/44565

    [3] D. Prasetyawan and T. Nakamoto, Comparison of NMF with Kullback-Leibler Divergence and Itakura-Saito Divergence for Odor Approximation, Proc. of the ISOEN. 18 (2019); doi: 10.1109/ISOEN.2019.8823186

    [4] C. Févotte, N. Bertin, and J.-L. Durrieu, Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis, Neural Comput. 21 (2009), 793–830; doi: 10.1162/neco.2008.04-08-771

    [5] Gail Vance Civille, B. Thomas Carr, Sensory Evaluation Techniques, CRC Press. (2015); ISBN: 9781482216905



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  • Virtual environment with smell using wearable olfactory display and computational fluid dynamics simulation Reviewed

    Takamichi Nakamoto, Tatsuya Hirasawa, Yukiko Hanyu

    2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)   713 - 720   2020.3

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    DOI: 10.1109/vr46266.2020.1581303036097

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  • Recent trends of olfactory-display hardware and its application contents

    Takamichi NAKAMOTO, Katsuhito AHAHANE

    Journal of Japan Association on Odor Environment   51 ( 1 )   19 - 25   2020.1

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    DOI: 10.2171/jao.51.19

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  • Evaluation of temporal characteristics of olfactory displays with different structures Reviewed

    Masaaki ISEKI, Takamichi NAKAMOTO

    IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences   E104.A ( 4 )   744 - 750   2020

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  • On-Line Mixture Quantification to Track Temporal Change of Composition Using FAIMS Reviewed International journal

    Yasufumi Yokoshiki, Takamichi Nakamoto

    Sensors   19 ( 24 )   5442 - 5442   2019.12

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    This paper reports on-line mixture quantification with FAIMS. Ternary gas mixtures composed of acetone, ethanol, and diethyl ether were used for quantification. We succeeded in an on-line quantification of ppm-level concentration and even sub-ppm-level gases using the gradient descent method. It took 10 minutes to quantify the ternary mixture. However, it was too long, because we aim to track the temporal change of each component concentration in the mixture. Then, an algorithm based on feedback control was introduced to reduce the quantification time. The feedback method successfully tracked concentrations in three cases. The simulation result shows that the proposed method can reduce the quantification time.

    DOI: 10.3390/s19245442

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  • Development of odor discrimination method with fluorescent image of a cell-based biosensor

    Yuji SUKEKAWA, Hidefumi MITSUNO, Ryohei KANZAKI, Takamichi NAKAMOTO

    Journal of Japan Association on Odor Environment   50 ( 6 )   407 - 415   2019.11

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    DOI: 10.2171/jao.50.407

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  • Improvement of signal to noise ratio for Quartz Crystal Microbalance with viscous damping Reviewed

    S.N.Songkhla, T.Nakamoto

    IEEE Sensors Journal   19   10386 - 10392   2019.11

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  • Optimization of Modulation Methods for Solenoid Valves to Realize an Odor Generation System Reviewed

    Manuel Aleixandre, Kaoru Nakazawa, Takamichi Nakamoto

    Sensors   19 ( 18 )   4009 - 4009   2019.9

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    An artificial olfactory system coupled with an odor generation system is herein reported. The artificial olfactory system is composed of four chemical sensors consisting of quartz crystal microbalances (QCMs) coated with room temperature ionic liquids (RTILs). The sensors are interrogated by four vector network analyzers, which are used to measure the series resonant frequency and motional resistance. The odor generation system can generate eight different odors and mix them in any composition. Solenoid valves are used to switch the path and control the concentration of the different odors before blending. Two algorithms to control the solenoid valves, delta-sigma modulator, and simple pulse width modulation (PWM) are studied, optimized, and compared. Finally, the uncertainty of the odor generating system is calculated.

    DOI: 10.3390/s19184009

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  • Odor Discrimination Using Cell-Based Odor Biosensor System With Fluorescent Image Processing Reviewed

    Yuji Sukekawa, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    IEEE Sensors Journal   19 ( 17 )   7192 - 7200   2019.9

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    DOI: 10.1109/jsen.2019.2916377

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  • Ternary Gas Mixture Quantification Using Field Asymmetric Ion Mobility Spectrometry (FAIMS). Reviewed International journal

    Yasufumi Yokoshiki, Takamichi Nakamoto

    Sensors (Basel, Switzerland)   19 ( 13 )   2019.7

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    Gas mixture quantification is essential for the recording and reproducing odors, because an odor consists of multiple chemical compounds. Gas mixture quantification using field asymmetric ion mobility spectrometry (FAIMS) was studied. Acetone, ethanol, and diethyl ether were selected as components of a ternary gas mixture sample as representatives of the ketone, alcohol, and ether chemical classes, respectively. One hundred and twenty-five points with different concentrations were measured. The results were evaluated by error hypersurface, variance, and the coefficient of variation. The error hypersurface showed that it is possible to reach the target composition by following the error-hypersurface gradient. Successful convergence was achieved with the gradient descent method in a simulation based on the measurement data. This result verified the feasibility of the quantification of a gas mixture using FAIMS.

    DOI: 10.3390/s19133007

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  • Wearable Olfactory Display with Less Residual Odor

    Shingo Kato, Takamichi Nakamoto

    ISOEN 2019 - 18th International Symposium on Olfaction and Electronic Nose, Proceedings   2019.5

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    DOI: 10.1109/ISOEN.2019.8823231

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  • Comparison of NMF with Kullback-Leibler Divergence and Itakura-Saito Divergence for Odor Approximation Reviewed

    Dani Prasetyawan, Takamichi Nakamoto

    2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2019.5

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    DOI: 10.1109/isoen.2019.8823186

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  • Room Temperature Ionic Liquids as Sensing Coatings of QCM Gas Sensors to Detect Different Organic Gases Reviewed

    Kaoru Nakazawa, Manuel Aleixandre, Takamichi Nakamoto

    2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2019.5

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    DOI: 10.1109/isoen.2019.8823429

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  • Atomic gold decorated polyaniline sensor for gaseous detection Reviewed

    Parthojit Chakraborty, Yu-An Chien, Wan-Ting Chiu, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2019.5

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    DOI: 10.1109/isoen.2019.8823494

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  • 嗅覚及び力覚インターフェースを用いたマルチモーダルVR環境の開発 Reviewed

    赤羽, 高橋, 佐藤, 中本

    日本バーチャルリアリティ学会論文誌   24 ( 1 )   69 - 76   2019.5

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  • Prediction of Odor Descriptor Group of Essential Oils from Mass Spectra using Machine Learning Reviewed

    Tanoy Debnath, Dani Prasetyawan, Takamichi Nakamoto

    2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2019.5

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    DOI: 10.1109/isoen.2019.8823226

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  • Odor sensing system with multi-dimensional data analysis Reviewed

    Takamichi Nakamoto

    Japanese Journal of Applied Physics   58 ( SB )   SB0804 - SB0804   2019.4

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    DOI: 10.7567/1347-4065/ab0740

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  • Odor biosensor system based on image lock-in measurement for odorant discrimination

    Yuji Sukekawa, Takamichi Nakamoto

    Electronics and Communications in Japan   102 ( 4 )   57 - 64   2019.4

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    DOI: 10.1002/ecj.12154

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  • An Olfactory Sensor Array for Predicting Chemical Odor Characteristics from Mass Spectra with Deep Learning

    Yuji Nozaki, Takamichi Nakamoto

    Methods in Molecular Biology   2027   29 - 47   2019

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    DOI: 10.1007/978-1-4939-9616-2_3

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  • Characterization of Field Asymmetric Ion Mobility Spectrometry Response to Binary Gas Mixture

    Yasufumi Yokoshiki, Takamichi Nakamoto

    Proceedings of IEEE Sensors   2018-   2018.12

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    DOI: 10.1109/ICSENS.2018.8589749

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  • Demo of olfactory display with less residual odor

    Shingo Kato, Takamichi Nakamoto

    SIGGRAPH Asia 2018 Emerging Technologies, SIGGRAPH Asia 2018   2018.12

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    DOI: 10.1145/3275476.3275493

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  • Enhancement Method of Surface Acoustic Wave-Atomizer Efficiency for Olfactory Display Reviewed

    Takamichi Nakamoto, Sami Ollila, Shingo Kato, Haining Li, Guiping Qi

    Journal of Visualized Experiments   ( 141 )   2018.11

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    DOI: 10.3791/58409

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  • Odor Biosensor System based on Image Lock-in Measurement for Odorant Discrimination Reviewed

    Yuji Sukekawa, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   138 ( 10 )   477 - 484   2018.10

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    DOI: 10.1541/ieejsmas.138.477

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  • Improvement of Signal to Noise Ratio for Quartz Crystal Microbalance with Viscous Damping Reviewed

    Sawit Na songkhla, Takamichi Nakamoto

    2018 IEEE International Ultrasonics Symposium (IUS)   2018.10

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    DOI: 10.1109/ultsym.2018.8579940

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  • Design and Development of Fuel Cell Type Gas Sensor with Atomic Au decorated PANI/Pt Composite

    Parthojit Chakraborty, Yu-An Chien, Wan-Ting Chiu, Masato Sonc, Takamichi Nakamoto

    2018 IEEE SENSORS   2018.10

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    DOI: 10.1109/icsens.2018.8589649

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  • Plume Tracking Strategy in Turbulent Environment using Odor Sensor with Time Constant Reviewed

    Muis Muhtadi, Takamichi Nakamoto

    Sensors and Materials   30 ( 9 )   2009 - 2009   2018.9

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    DOI: 10.18494/sam.2018.1950

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  • Multicomponent Olfactory Display Using Solenoid Valves and SAW Atomizer and its Blending-Capability Evaluation Reviewed

    Takamichi Nakamoto, Shiori Ito, Shingo Kato, Gui Ping Qi

    IEEE Sensors Journal   18 ( 13 )   5213 - 5218   2018.7

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    DOI: 10.1109/jsen.2018.2834953

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  • Predictive modeling for odor character of a chemical using machine learning combined with natural language processing Reviewed

    Yuji Nozaki, Takamichi Nakamoto

    PLOS ONE   13 ( 6 )   e0198475 - e0198475   2018.6

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  • Control System of Micro Droplet using Microdispenser Based on Solenoid Valve and its Application for Highly Efficient SAW Atomizer Reviewed

    Shingo Kato, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   138 ( 6 )   220 - 225   2018.6

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  • Investigation and improvement of atomization efficiency based on SAW device coated with amorphous fluoropolymer film for olfactory display Reviewed

    Haining Li, Guiping Qi, Shingo Kato, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   263   266 - 273   2018.6

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    DOI: 10.1016/j.snb.2018.01.245

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  • Olfactory and visual presentation using olfactory display using SAW atomizer and solenoid valves

    Shiori Itou, Masaaki Iseki, Shingo Kato, Takamichi Nakamoto

    International Conference on Intelligent User Interfaces, Proceedings IUI   2018.3

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    DOI: 10.1145/3180308.3180331

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  • Olfactory Display Based on Sniffing Action Reviewed

    Shingo Kato, Takamichi Nakamoto

    2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)   2018.3

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    DOI: 10.1109/vr.2018.8446484

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  • Design and development of novel gas sensor by electrochemical deposition of gold cluster on electrode surface

    2018

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  • Optimal Estimation Method of Temporal Odor Concentration Profile for Plume Tracking in Dynamic Turbulent Environment Reviewed

    Muis Muhtadi, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   138 ( 1 )   15 - 22   2018

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    DOI: 10.1541/ieejsmas.138.15

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  • Two-Dimensional Digital Lock-In Circuit for Fluorescent Imaging of Odor Biosensor System

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto

    2017 New Generation of CAS (NGCAS)   2017.9

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    DOI: 10.1109/ngcas.2017.76

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  • Development of Automated Flow Measurement System for Cell-based Odor Sensor

    YUJI SUKEKAWA, TOTOK MUJIONO, TAKAMICHI NAKAMOTO, HIDEFUMI MITSUNO, YUKO NAKAJIMA, RYOHEI KANZAKI, NOBUO MISAWA

    Electronics and Communications in Japan   100 ( 9 )   41 - 49   2017.9

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    DOI: 10.1002/ecj.11981

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  • Itakura-Saito distance based autoencoder for dimensionality reduction of mass spectra Reviewed

    Yuji Nozaki, Takamichi Nakamoto

    Chemometrics and Intelligent Laboratory Systems   167   63 - 68   2017.8

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    DOI: 10.1016/j.chemolab.2017.05.002

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  • Development of digital lock-in image detection system and its application to odor discrimination using cell-based sensor array

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto

    2017 ISOCS/IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)   2017.5

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    DOI: 10.1109/isoen.2017.7968855

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  • Sensitivity Improvement by Applying Lock-In Technique to Fluorescent Instrumentation for Cell-Based Odor Sensor Reviewed

    Totok Mujiono, Yuji Sukekawa, Takamichi Nakamoto, Hidefumi Mitsuno, Maneerat

    Sensors and Materials   65 - 76   2017.1

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  • Odor Impression Prediction from Mass Spectra Reviewed

    Yuji Nozaki, Takamichi Nakamoto

    PLOS ONE   11 ( 6 )   e0157030 - e0157030   2016.6

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  • Tiny Olfactory Display Using Surface Acoustic Wave Device and Micropumps for Wearable Applications Reviewed

    Kazuki Hashimoto, Takamichi Nakamoto

    IEEE Sensors Journal   16 ( 12 )   4974 - 4980   2016.6

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    DOI: 10.1109/jsen.2016.2550486

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  • Response Prediction of an Insect’s Olfactory Receptor Neuron by Using Structural Parameters of Odorant and Self-Organizing Map Reviewed

    Yuki Harada, Kazawa Tomoki, Ryohei Kanzaki, Takamichi Nakamoto

    IEEE Sensors Journal   16 ( 3 )   580 - 585   2016.2

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    DOI: 10.1109/jsen.2015.2487820

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  • Vision of new olfactory sensing array

    Jiří Janata, Takamichi Nakamoto

    IEEJ Transactions on Electrical and Electronic Engineering   11 ( 3 )   261 - 267   2016.1

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    DOI: 10.1002/tee.22214

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  • Development of Automated Flow Measurement System for Cell-based Odor Sensor Reviewed

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto, Hidefumi Mitsuno, Yuko Nakajima, Ryohei Kanzaki, Nobuo Misawa

    IEEJ Transactions on Sensors and Micromachines   136 ( 7 )   289 - 295   2016

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    Odor sensing system with high sensitivity and selectivity is expected to be realized by using biological mechanisms such as olfactory receptor. We have already developed a cell-based odor sensing system which acquires odorant concentration as a fluorescent intensity change. In the measurement, however, an artifact is likely to happen due to lack of stable and reproducible methods for delivering odorants to biological cells. Therefore, we developed and evaluated the automated flow measurement system which can simultaneously control pump, solenoid valve, and camera. Our system realized automation of solution supply and fluorescent measurement. As a result, our system could reduce artifacts and repeatedly performed measurements with the same sensor cells.

    DOI: 10.1541/ieejsmas.136.289

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  • Robust Odor Sensing System

    NAKAMOTO Takamichi

    Journal of The Society of Instrument and Control Engineers   55 ( 3 )   245 - 251   2016

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    DOI: 10.11499/sicejl.55.245

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  • Lock-in Measurement Technique in Fluorescent Instrumentation System for Cell-based Odor Sensor Reviewed

    Totok Mujiono, Yuji Sukekawa, Takamichi Nakamoto, Hidefumi Mitsuno, Yuko Nakajima, Ryohei Kanzaki, Nobuo Misawa

    IEEJ Transactions on Sensors and Micromachines   136 ( 3 )   83 - 89   2016

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    A fluorescent instrumentation system is widely used for cell-based odor sensors. However, the fluorescent instrumentation system was easily affected by ambient light. The measurement is limited if dark conditions are required for the measurement. This paper presents the design and implementation of a lock-in measurement technique in a fluorescent instrumentation system for a cell-based odor sensor. A continuous mode of laser diode excitation was changed to a pulse mode for the purpose of modulating the fluorescent light. The ambient light asynchronous with the modulated fluorescent light can be eliminated even if the ambient light level is much higher than that of the fluorescent light. Experimental results show that using the lock-in measurement technique, the weak fluorescent signal can be extracted from a modulated signal buried under noise. We conclude that the developed fluorescent measurement system can be used to observe the concentration dependency of odorant even under ambient light conditions.

    DOI: 10.1541/ieejsmas.136.83

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  • A cell-based odor sensing system using fluorescent technique and lock-in measurement robust against disturbance

    T. Mujiono, Y. Sukekawa, T. Nakamoto, H. Mitsuno, R. Kanzaki, N. Misawa

    2015 IEEE SENSORS   2015.11

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    DOI: 10.1109/icsens.2015.7370351

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  • Odor preconcentrator using SAW device and QCM in liquid phase for odor measurement Reviewed

    Takamichi Nakamoto, Takayoshi Inuma

    2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)   2015.9

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    DOI: 10.1109/mfi.2015.7295808

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  • Nonlinear dimensionality reduction of mass spectrometry data for odor sensing

    Yuji Nozaki, Takamichi Nakamoto

    2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)   2015.9

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    DOI: 10.1109/mfi.2015.7295807

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  • Improvement of miniaturized olfactory display using electroosmotic pumps and SAW device

    Yossiri Ariyakul, Takamichi Nakamoto

    IEEE Region 10 Annual International Conference, Proceedings/TENCON   2015-   2015.1

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    DOI: 10.1109/TENCON.2014.7022484

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  • Odor sensing method using olfactory receptors and fluorescent instrumentation Reviewed

    Mujiono Totok, Yuji Sukekawa, TAKAMICHI NAKAMOTO, H. MITSUNO, R. Kanzaki, Nobuo

    2015 10th Asian Control Conference (ASCC)   2015

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    DOI: 10.1109/ascc.2015.7244647

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  • Preface to the Special Issue on "The Awarded Papers of The 31st Sensor Symposium"

    Nakamoto Takamichi

    The Journal of the Institute of Electrical Engineers of Japan   135 ( 6 )   191 - 191   2015

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    DOI: 10.1541/ieejsmas.135.191

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  • Response analysis of odor sensor based upon insect olfactory receptors using image processing method Reviewed

    T. Nakamoto, M. Kakizaki, Y. Suzuki, H. Mitsuno, R. Kanzaki

    Proceedings of IEEE Sensors   2014- ( December )   1491 - 1494   2014.12

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    DOI: 10.1109/ICSENS.2014.6985297

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  • ヒータ加熱方式を用いた超小型香り発生デバイスの性能評価 Reviewed

    柏木, 上田, 寺尾, 鈴木, 高尾, 下川, 中本

    電気学会全国大会講演論文集   2014.3

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  • Analysis of insect’s olfactory receptor neuron response by using NMF method for odor Reviewed

    Y. Harada, T. Nakamoto

    Sensors & Materials.   26   181 - 187   2014

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  • Response prediction of an insect's olfactory receptor neuron by using structural parameters of odorant and Self-Organizing Map Reviewed

    Yuki Harada, Tomoki Kazawa, Ryohei Kanzaki, Takamichi Nakamoto

    2014 IEEE SENSORS   2014

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  • Odor Sensing System and Olfactory Display

    Nakamoto Takamichi

    YAKUGAKU ZASSHI   134 ( 3 )   333 - 338   2014

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    In this review, an odor sensing system and an olfactory display are introduced into people in pharmacy. An odor sensing system consists of an array of sensors with partially overlapping specificities and pattern recognition technique. One of examples of odor sensing systems is a halitosis sensor which quantifies the mixture composition of three volatile sulfide compounds. A halitosis sensor was realized using a preconcentrator to raise sensitivity and an electrochemical sensor array to suppress the influence of humidity. Partial least squares (PLS) method was used to quantify the mixture composition. The experiment reveals that the sufficient accuracy was obtained. Moreover, the olfactory display, which present scents to human noses, is explained. A multi-component olfactory display enables the presentation of a variety of smells. The two types of multi-component olfactory display are described. The first one uses many solenoid valves with high speed switching. The valve ON frequency determines the concentration of the corresponding odor component. The latter one consists of miniaturized liquid pumps and a surface acoustic wave (SAW) atomizer. It enables the wearable olfactory display without smell persistence. Finally, the application of the olfactory display is demonstrated. Virtual ice cream shop with scents was made as a content of interactive art. People can enjoy harmony among vision, audition and olfaction. In conclusion, both odor sensing system and olfactory display can contribute to the field of human health care.<br>

    DOI: 10.1248/yakushi.13-00234-5

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  • Improvement of Odor Blender Using Electroosmotic Pumps and SAW Atomizer for Low-Volatile Scents Reviewed

    Yossiri Ariyakul, Takamichi Nakamoto

    IEEE Sensors Journal   13 ( 12 )   4918 - 4923   2013.12

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    DOI: 10.1109/jsen.2013.2271912

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  • Improvement method of odor approximation using mass spectrometry Reviewed

    T.Nakamoto, Y.Nihei

    IEEE Sensors Journal.   13 ( 11 )   4305 - 4311   2013.11

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    DOI: 10.1109/jsen.2013.2267728

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  • Latest Trend in Olfactory Display

    MAKAMOTO Takamichi

    The Journal of the Institute of Electrical Engineers of Japan   133 ( 6 )   178 - 183   2013.6

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    An olfactory display is a gadget for presenting various scents. The research on olfactory display is briefly reviewed. Then, the principle of multi-component olfactory display, the exploration method of odor components for covering wide range of odors, and the teleolfaction system, which enables odor generation at the remote site, are described. Finally, the perspective of the olfactory display is explained.

    DOI: 10.1541/ieejsmas.133.178

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  • Stabilization of coating for QCM odor sensors with liquid GC materials supported by lipopolymers and lipids Reviewed

    Bartosz Wyszynski, Daeho Kim, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   179   81 - 86   2013.3

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    DOI: 10.1016/j.snb.2012.09.025

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  • Tiny Olfactory Display Based on SAW Streaming and Electroosmosis Reviewed

    Yossiri Ariyakul, Tomoyuki Aizawa, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   133 ( 6 )   206 - 211   2013

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    Recently, various types of olfactory displays have been developed based on several techniques to provide an olfactory sensation. They are useful in certain situations but still lack some important capabilities. In this study, the olfactory display, utilizing Surface Acoustic Wave (SAW) streaming and electroosmosis, was developed. In this manner, odors are generated by atomizing liquid odorants transported by Electroosmotic (EO) pumps. The device size is miniaturized to be compact and thin enough to be equipped with a wearable device. It can generate smells rapidly even the scents of low-volatile substances which typically requires much time to be released. The operation is soundless, does not produce heat to the nearby environment, and is more robust against bubble than an olfactory display composed of the widely used inkjet devices. In this research, a quartz crystal microbalance (QCM) gas sensor was used to measure the intensities of generated odor vapor to confirm the capabilities to control odor intensity and to blend odors. Moreover, the sensory evaluation was performed to confirm that there was no odor remaining after the presentation.

    DOI: 10.1541/ieejsmas.133.206

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  • Study of similarity measures for odor approximation by using nonnegative matrix factorization method Reviewed

    Harada Yuki, Honda Katsuya, Nakamoto Takamichi

    The Japanese journal of taste and smell research   20 ( 20 )   411 - 414   2013

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  • Study of odor approximation by using mass spectrometer Reviewed

    TAKAMICHI NAKAMOTO, Masashi Ohno, Yasunori Nihei

    IEEE Sensors Journal.   12 ( 11 )   3225 - 3231   2012.12

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  • Study of Odor Preconcentrator Using SAW Device Reviewed

    横式康史, 中本高道

    電気学会論文誌 E   132 ( 9 )   269 - 274   2012.9

  • Response mechanism of quartz crystal microbalance gas/vapor sensors coated with tricresyl phosphate

    B.Wyszynski, T.Nakamoto

    電子情報通信学会有機エレクトロニクス研究会   2012

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  • Introducing Computational Fluid Dynamics Simulation into Olfactory Display Invited

    Hiroshi Ishida, Hiroshi Yoshida, Takamichi Nakamoto

    ELECTRICAL ENGINEERING IN JAPAN   177 ( 1 )   65 - 72   2011.10

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    DOI: 10.1002/eej.21087

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  • Study on Improvement of Odor Recording Capability based on real-time Mass Spectrometry with variable Ionization Energy Reviewed

    Pakpum Somboon, Takamichi Nakamoto

    IEEJ.   131 ( 9 )   332 - 336   2011.9

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    An odor recorder is a system to record the odors as well as reproduce them. In order to record a wide range of odors, a number of available odor components are required in the odor recorder. Moreover, the sufficient pattern separation among all odor components is also required to avoid a collinearity problem caused by the lack of the pattern separation among odor components. In this study, we proposed an odor recorder based on real-time mass spectrometry with variable ionization energy in order to improve odor recording capability. In this system, the higher-order sensing capability due to the different ionization energies can be achieved. It was found that the enriched data obtained from this system could be used to improve the pattern separation among odor components. Moreover, the recipe of the target odor was more accurately estimated based on combination of m/z's obtained from different ionization energies. Thus, this proposed system could be useful to improve the odor recording capability so that the recordable range of odor could be extended.

    DOI: 10.1541/ieejsmas.131.332

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  • Highly sensitive QCM odor sensors with lipopolymeric nanocomposites and physisorbed amphiphilic GC materials Reviewed

    B.Wyszynski, T.Nakamoto

    Sensor Review.   31   277 - 284   2011.6

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  • Olfactory Display Using a Miniaturized Pump and a SAW Atomizer for Presenting Low-volatile Scents Reviewed

    Yossiri Ariyakul, Takamichi Nakamoto

    Proceedings of IEEE Virtual Reality 2011   195 - 196   2011.3

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  • Humidity Compensation by Neural Network for Bad-Smell Sensing System Using Gas Detector Tube and Built-in Camera Reviewed

    T.Nakamoto, T.Ikeda, H.Hirano, T.Arimoto

    Sensors and Materials.   23 ( 1 )   71 - 86   2011.1

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  • Olfactory display using solenoid valves and fluid dynamics simulation Reviewed

    Takamichi Nakamoto, Hiroshi Ishida, Haruka Matsukura

    Multiple Sensorial Media Advances and Applications: New Developments in MulSeMedia   140 - 163   2011

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    DOI: 10.4018/978-1-60960-821-7.ch007

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  • Fundamental study of Olfactory Display using Extremely Small Liquid Pump and SAW Atomizer Reviewed

    Yossiri Ariyakul, Nakamoto Takamichi

    Transactions of the Virtual Reality Society of Japan   15 ( 4 )   589 - 594   2010.12

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    We have developed a new odor generator by using an electro-osmotic pump and a surface acoustic wave (SAW) device. This equipment can generate smells by atomizing a tiny droplet of odor sample from electro-osmotic pump, using SAW device. Since the droplets are vaporized forcibly by SAW streaming effect, even the low volatile odor can be rapidly generated. In this paper, the ability to present smell and to eliminate it rapidly as well as that to control the odor concentration was confirmed by measuring the response of QCM sensor to the low-volatile sample in addition to the sample with moderate volatility.

    DOI: 10.18974/tvrsj.15.4_589

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  • Spherical SAW devices with self-assembled lipopolymers for odor-sensing Reviewed

    Bartosz Wyszynski, Masaaki Sekine, Takamichi Nakamoto, Noritaka Nakaso, Kazuhiro Noguchi

    Sensors and Actuators B: Chemical   144 ( 1 )   247 - 254   2010.1

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    DOI: 10.1016/j.snb.2009.10.059

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  • Synchronized Presentation of Odor with Airflow Using Olfactory Display Reviewed

    H. Matsukura, H.Yoshida, T.Nakamoto, H.Ishida

    Journal of Mechanical Science and Technology   24   253 - 256   2010.1

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  • Development of odor recorder for practical odor recording application

    Pakpum Somboon, Takamichi Nakamoto

    Advances in Sensors, Signals and Materials - 3rd WSEAS International Conference on Sensors and Signals, SENSIG'10, 3rd WSEAS International Conference on Materials Science, MATERIALS'10   89 - 93   2010

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  • Development of odor recorder with enhanced recording capabilities based on real-time mass spectrometry Reviewed

    Pakpum Somboon, Masashi Kinoshita, Bartosz Wyszynski, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   141 ( 1 )   141 - 146   2009.8

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    DOI: 10.1016/j.snb.2009.06.005

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  • Linking biological and artificial olfaction: biomimetic quartz crystal microbalance odor sensors Reviewed

    Bartosz Wyszynski, Takamichi Nakamoto

    IEEJ Transactions on Electrical and Electronic Engineering   4 ( 3 )   334 - 338   2009.5

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    DOI: 10.1002/tee.20414

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  • Demonstration of Improved Olfactory Display using Rapidly-Switching Solenoid Valves Reviewed

    T. Nakamoto, M. Kinoshita, K. Murakami, A. Yossiri

    2009 IEEE Virtual Reality Conference   301 - 302   2009.3

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    DOI: 10.1109/vr.2009.4811065

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  • Odor Presentation with a Vivid Sense of Reality: Incorporating Fluid Dynamics Simulation into Olfactory Display Reviewed

    H. Matsukura, H. Yoshida, H. Ishida, A. Saitoh, T. Nakamoto

    2009 IEEE Virtual Reality Conference   295 - 296   2009.3

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    DOI: 10.1109/vr.2009.4811062

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  • Selection Method of Odor Components for Olfactory Display Using Mass Spectrum Database Reviewed

    T. Nakamoto, K. Murakami

    2009 IEEE Virtual Reality Conference   159 - 162   2009.3

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    DOI: 10.1109/vr.2009.4811016

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  • Interactive Odor Playback Based on Fluid Dynamics Simulation Reviewed

    H. Matsukura, H. Yoshida, H. Ishida, T. Nakamoto

    2009 IEEE Virtual Reality Conference   3   255 - 256   2009.3

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    DOI: 10.1109/vr.2009.4811042

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  • Odor Recorder Capable of Wide Dynamic Recordable Range Based on Higher Order Sensing and Signal Extraction Technique for Small Signal Reviewed

    Pakpum Somboon, Bartosz Wyszynski, Takamichi Nakamoto

    IEEE Sensors Journal   9 ( 2 )   93 - 102   2009.2

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    Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical and Electronics Engineers (IEEE)  

    DOI: 10.1109/jsen.2008.2011072

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  • Self-Assembled Lipopolymers with Physisorbed Amphiphilic GC Materials for QCM Odor Sensors Reviewed

    Wyszynski Bartosz, Somboon Pakpum, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   129 ( 9 )   273 - 277   2009

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    DOI: 10.1541/ieejsmas.129.273

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  • Demonstration of interactive teleolfaction with movie

    N. Choh, B. Wyszynsky, H. Takushima, N. Nitikarn, M. Kinoshita, T. Nakamoto

    Proceedings of the 2008 International Conference in Advances on Computer Entertainment Technology - ACE '08   395 - 395   2008.12

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    DOI: 10.1145/1501750.1501844

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  • Application of Computational Fluid Dynamics Simulation to Olfactory Display Reviewed

    H. Ishida, Y. Matsukura, H. Yoshida, T. Nakamoto

    18th International Conference on Artificial Reality and Telexistence 2008   285 - 288   2008.12

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  • Odor playback based on computational fluid dynamics simulation Reviewed

    H. Ishida, Y. Matsukura, H. Yoshida, T. Nakamoto

    18th International Conference on Artificial Reality and Telexistence 2008   354 - 355   2008.12

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  • Mixed self-assembled lipopolymers with spacer lipids enhancing sensitivity of lipid-derivative QCMs for odor sensors Reviewed

    B WYSZYNSKI, P SOMBOON, T NAKAMOTO

    Sensors and Actuators B: Chemical   134 ( 1 )   72 - 78   2008.8

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    DOI: 10.1016/j.snb.2008.04.015

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  • Study on the odor classification in dynamical concentration robust against humidity and temperature changes Reviewed

    N NIMSUK, T NAKAMOTO

    Sensors and Actuators B: Chemical   134 ( 1 )   252 - 257   2008.8

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    DOI: 10.1016/j.snb.2008.04.047

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  • Chemisorbed PEGylated lipopolymers as sensing film supports for QCM odor sensors Reviewed

    Bartosz Wyszynski, Pakpum Somboon, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   130 ( 2 )   857 - 863   2008.3

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    DOI: 10.1016/j.snb.2007.10.062

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  • Odor sensing system using ball SAW devices Reviewed

    T NAKAMOTO, K AOKI, T OGI, S AKAO, N NAKASO

    Sensors and Actuators B: Chemical   130 ( 1 )   386 - 390   2008.3

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    DOI: 10.1016/j.snb.2007.09.022

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  • Introducing Computational Fluid Dynamics Simulation into Olfactory Reviewed

    Ishida Hiroshi, Yoshida Hitoshi, Nakamoto Takamichi

    128 ( 12 )   472 - 477   2008

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    DOI: 10.1541/ieejsmas.128.472

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  • Recipe Estimation Using Mass Spectrometer and Large-Scale Data Reviewed

    Mamun AL, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   128 ( 12 )   467 - 471   2008

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    DOI: 10.1541/ieejsmas.128.467

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  • Sensitivity Improvement of Odor Sensing System Using Ball SAW Devices Reviewed

    Sekine Masaaki, Wyszynski Bartosz, Nakamoto Takamichi, Nakaso Noritaka, Noguchi Kazuhiro

    IEEJ Transactions on Sensors and Micromachines   128 ( 12 )   487 - 492   2008

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    DOI: 10.1541/ieejsmas.128.487

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  • Improvement of Robustness of Odor Classification in Dynamically Changing Concentration Against Environmental Change Reviewed

    Nimsuk Nitikarn, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   128 ( 5 )   214 - 218   2008

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    DOI: 10.1541/ieejsmas.128.214

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  • Improvement of ultrasonic atomizer method for deposition of gas-sensing film on QCM Reviewed

    B WYSZYNSKI, A GALVEZ, T NAKAMOTO

    Sensors and Actuators B: Chemical   127 ( 1 )   253 - 259   2007.10

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    DOI: 10.1016/j.snb.2007.07.052

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  • A bad-smell sensing network using gas detector tubes and mobile phone cameras Reviewed

    Hong Phuc Ninh, Yukinobu Tanaka, Takamichi Nakamoto, Kazuo Hamada

    Sensors and Actuators B: Chemical   125 ( 1 )   138 - 143   2007.7

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    DOI: 10.1016/j.snb.2007.01.049

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  • Realization of recording a wide range of odor by utilizing both of transient and steady-state sensor responses in recording process Reviewed

    Pakpum Somboon, Bartosz Wyszynski, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   124 ( 2 )   557 - 563   2007.6

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    DOI: 10.1016/j.snb.2007.01.030

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  • Concurrent Recording and Regeneration of Visual and Olfactory Information Using Odor Sensor Reviewed

    Takao Yamanaka, Nitikarn Nimsuk, Takamichi Nakamoto

    Presence: Teleoperators and Virtual Environments   16 ( 3 )   307 - 317   2007.6

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    Publishing type:Research paper (scientific journal)   Publisher:MIT Press - Journals  

    In this paper, a method of concurrent recording and regeneration of visual and olfactory information is presented using electronic nose technology. To accomplish this objective, the sensor response patterns of odors in the atmosphere were measured using QCM (quartz crystal microbalance) odor sensors with partially overlapping specificities. Then the odors were identified from the response patterns using LVQ (learning vector quantization), a pattern classification algorithm of neural networks with supervised learning. Visual information, presented as a movie, was captured using a digital video camera; concurrently, odors using odor sensor responses were paired to the video. The recorded visual and olfactory information was evaluated by sensory tests to investigate the effectiveness of the proposed system. As a result, it was found that the olfactory information recorded using the proposed method was appropriate for odor regeneration associated with the movie.

    DOI: 10.1162/pres.16.3.307

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  • Odor approximation of fruit flavors using a QCM odor sensing system Reviewed

    Severino Muñoz-Aguirre, Akihito Yoshino, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   123 ( 2 )   1101 - 1106   2007.5

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    DOI: 10.1016/j.snb.2006.11.025

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  • Improvement of olfactory display using solenoid valves Reviewed

    Takamichi Nakamoto, Hai Pham Dinh Minh

    2007 IEEE Virtual Reality Conference   171 - 178   2007.4

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    DOI: 10.1109/vr.2007.352479

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  • Pegylated lipids as coatings for QCM odor-sensors Reviewed

    B WYSZYNSKI, P SOMBOON, T NAKAMOTO

    Sensors and Actuators B: Chemical   121 ( 2 )   538 - 544   2007.2

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    DOI: 10.1016/j.snb.2006.04.089

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  • Novel odor recorder for extending range of recordable odor Reviewed

    P SOMBOON, B WYSZYNSKI, T NAKAMOTO

    Sensors and Actuators B: Chemical   121 ( 2 )   583 - 589   2007.2

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    DOI: 10.1016/j.snb.2006.04.105

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  • Odor Recorder Using Mass Spectrometry and Large-scale Data Reviewed

    Takamichi Nakamoto, Tomomasa Nakama

    2007 IEEE Sensors   996 - 1000   2007

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    DOI: 10.1109/icsens.2007.4388364

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  • Study of PEG Tether Length of Pegylated-Lipid Sensing Films in QCM Odor Sensors Reviewed

    Wyszynski Bartosz, Somboon Pakpum, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   127 ( 3 )   165 - 169   2007

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    Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical Engineers of Japan (IEE Japan)  

    DOI: 10.1541/ieejsmas.127.165

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  • Measurement of Bad-Smell Distribution Using Sensing Network Composed of Nodes with Gas Detector Tubes and CCD Image Sensors Reviewed

    NAKAMOTO Takamichi, TANAKA Yukinobu, NINH Hong Phuc

    The Journal of the Institute of Electrical Engineers of Japan   127 ( 7 )   359 - 362   2007

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    We have developed multi-point bad-smell sensing system for monitoring living environment. Although there are a variety of gas sensors, it is difficult to detect ppb-order gas without interference. Our previous system was able to detect methyl mercaptan, hydrogen sulfide, propion aldehyde and toluene with the concentrations down to a few tens of ppb by using a gas detector tube combined with a CCD image sensor. A gas detector tube with color change caused by the chemical reaction between the analyte and the reagent system was implemented into our low cost wireless portable measurement system. This portable system called a sensor node consists of a gas detector tube, one-dimensional CCD image sensor, LVDS interface, microcomputer, and wireless LAN module. We report experiment on gas-distribution measurement under actual environments such as paint factories. It was found that the gas distibution around paint factories could be measured using this sensor network. Moreover, the dynamical change of gas distribution was clearly observed.

    DOI: 10.1541/ieejsmas.127.359

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  • Movie with scents generated by olfactory display using solenoid valves

    Takamichi Nakamoto, Kenjiro Yoshikawa

    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES   E89A ( 11 )   3327 - 3332   2006.11

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    DOI: 10.1093/ietfec/e89-a.11.3327

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  • Movie with Scents Generated by Olfactory Display Using Solenoid Valves Reviewed

    T. Nakamoto, K. Yoshikawa

    IEEE Virtual Reality Conference (VR 2006)   291 - 292   2006.8

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    DOI: 10.1109/vr.2006.102

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  • 嗅覚ディスプレイを用いた香る料理コンテンツ Reviewed

    中本, 太田黒, 木下, 長濱, 大西, 石田

    Aroma research   7   65   2006

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  • Analysis of QCM gas sensor transient response by visualizing gas concentration Invited

    Wataru Tsujita, Takamichi Nakamoto, Hiroshi Ishida, Toyosaka Moriizumi

    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART II-ELECTRONICS   89 ( 6 )   14 - 21   2006

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    DOI: 10.1002/ecjb.10062

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  • Study of Halitosis-Substance Sensing at Low Concentration Using an Electrochemical Sensor Array Combined with a Preconcentrator Reviewed

    Sasaya Yosuke, Nakamoto Takamichi

    IEEJ Transactions on Sensors and Micromachines   126 ( 7 )   292 - 296   2006

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    DOI: 10.1541/ieejsmas.126.292

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  • 匂いセンサのしくみと最新の研究動向 Reviewed

    中本

    化学と工業   59-1   8 - 11   2006

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  • Ordor Recorder Reviewed

    Takamichi Nakamoto

    Sensor Letters   3 ( 2 )   136 - 150   2005.6

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    Publishing type:Research paper (scientific journal)   Publisher:American Scientific Publishers  

    DOI: 10.1166/sl.2005.018

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  • Controlling a gas/odor plume-tracking robot based on transient responses of gas sensors Reviewed

    H. Ishida, G. Nakayama, T. Nakamoto, T. Moriizumi

    IEEE Sensors Journal   5 ( 3 )   537 - 545   2005.6

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    DOI: 10.1109/jsen.2004.839597

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  • Recording and reproducing citrus flavors using odor recorder Reviewed

    Bartosz Wyszynski, Takao Yamanaka, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   106 ( 1 )   388 - 393   2005.4

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    DOI: 10.1016/j.snb.2004.08.022

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  • Study of deposition of gas sensing films on quartz crystal microbalance using an ultrasonic atomizer Reviewed

    Severino Muñoz-Aguirre, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   105 ( 2 )   144 - 149   2005.3

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    DOI: 10.1016/j.snb.2004.05.063

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  • Higher order sensing using QCM sensor array and preconcentrator with variable temperature Reviewed

    T. Nakamoto, K. Sukegawa, E. Sumitomo

    IEEE Sensors Journal   5 ( 1 )   68 - 74   2005.2

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    DOI: 10.1109/jsen.2004.839894

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  • Study of Odor Recorder for Dynamical Change of Odor Reviewed

    T. Nakamoto

    Chemical Senses   30 ( Supplement 1 )   i254 - i255   2005.1

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    Publishing type:Research paper (scientific journal)   Publisher:Oxford University Press (OUP)  

    DOI: 10.1093/chemse/bjh211

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  • A Study of Gas Interference and Sensitivity Increase in Optical Bad Smell Sensing System Using Gas Detector Tube Reviewed

    Yukinobu Tanaka, Masahiro Yoshioka, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   125 ( 2 )   64 - 69   2005

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1541/ieejsmas.125.64

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  • Study of highly sensitive smell sensing system using gas detector tube combined with optical scanner

    Y. Tanaka, T. Nakamoto, T. Moriizumi

    Digest of Technical Papers - International Conference on Solid State Sensors and Actuators and Microsystems, TRANSDUCERS '05   2   1880 - 1883   2005

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    DOI: 10.1109/SENSOR.2005.1497463

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  • ガス検知管と1次元CCDセンサを用いた悪臭センシングネットワークの研究 Reviewed

    田中, 中本

    日本味と匂い学会   12   299   2005

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  • Record of dynamical change of odor using odor recorder Reviewed

    T.Nakamoto

    Sensors and Materials   17 ( 7 )   365 - 383   2005

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  • Fundamental study of odor recorder using inkjet devices for low-volatile scents Reviewed

    T Nakamoto, H Takigawa, T Yamanaka

    IEICE TRANSACTIONS ON ELECTRONICS   E87C ( 12 )   2081 - 2086   2004.12

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  • Discrimination of halitosis substance using QCM sensor array and a preconcentrator Reviewed

    Junji Ito, Takamichi Nakamoto, Hiroshi Uematsu

    Sensors and Actuators B: Chemical   99 ( 2-3 )   431 - 436   2004.5

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    DOI: 10.1016/j.snb.2003.12.012

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  • Improvement of odor-recorder capability for recording dynamical change in odor Reviewed

    Takao Yamanaka, Kenjiro Yoshikawa, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   99 ( 2-3 )   367 - 372   2004.5

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    DOI: 10.1016/j.snb.2003.12.004

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  • Study of Bad-Smell Sensing Using Gas Detector Tube Reviewed

    Tanaka Yukinobu, Yoshioka Masahiro, Nakamoto Takamichi, Moriizumi Toyosaka

    IEEJ Transactions on Sensors and Micromachines   124 ( 9 )   321 - 326   2004

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    DOI: 10.1541/ieejsmas.124.321

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  • Real-time reference method in odor recorder under environmental change Reviewed

    Takao Yamanaka, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   93 ( 1-3 )   51 - 56   2003.8

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    DOI: 10.1016/s0925-4005(03)00202-8

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  • Study of robust odor sensing system with auto-sensitivity control Reviewed

    T. Nakamoto, E. Sumitimo

    Sensors and Actuators B: Chemical   89 ( 3 )   285 - 291   2003.4

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    DOI: 10.1016/s0925-4005(03)00003-0

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  • Study of recording apple flavor using odor recorder with five components Reviewed

    Takao Yamanaka, Ryosuke Matsumoto, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   89 ( 1-2 )   112 - 119   2003.3

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    DOI: 10.1016/s0925-4005(02)00451-3

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  • Odor recorder for multi-component odor using two-level quantization method Reviewed

    Takao Yamanaka, Ryosuke Matsumoto, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   89 ( 1-2 )   120 - 125   2003.3

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    DOI: 10.1016/s0925-4005(02)00452-5

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  • 匂いセンサを用いた果実フレーバの計測 Reviewed

    中本高道

    日本味と匂いの学会誌   10   351   2003

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  • 濃縮管と水晶振動子ガスセンサアレイを用いた高湿度下の口臭原因物質のセンシング Reviewed

    伊藤 中本

    日本味と匂の学会誌   10 ( 3 )   359 - 362   2003

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    Other Link: http://search.jamas.or.jp/link/ui/2004268725

  • Study of odor blender using solenoid valves controlled by delta–sigma modulation method for odor recorder Reviewed

    Takao Yamanaka, Ryosuke Matsumoto, Takamichi Nakamoto

    Sensors and Actuators B: Chemical   87 ( 3 )   457 - 463   2002.12

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    DOI: 10.1016/s0925-4005(02)00300-3

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  • Study of odor recorder for dynamical change of odor using QCM sensors and neural network Reviewed

    T. Nakamoto, H. Hiramatsu

    Sensors and Actuators B: Chemical   85 ( 3 )   263 - 269   2002.7

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    DOI: 10.1016/s0925-4005(02)00130-2

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  • Study of quartz crystal microbalance odor sensing system for apple and banana flavors Reviewed

    S.Munoz, T.Nakamoto, T.Moriizumi

    IEICE TRANSACTIONS on Electronics   E85-C ( 6 )   1291 - 1297   2002.6

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  • Study of VHF-band QCM gas sensor Reviewed

    T. Nakamoto, Y. Suzuki, T. Moriizumi

    Sensors and Actuators B: Chemical   84 ( 2-3 )   98 - 105   2002.5

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    DOI: 10.1016/s0925-4005(01)01066-8

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  • Analysis of QCM Gas Sensor Transient Response by Visualizing Gas Concentration Reviewed

    TSUJITA Wataru, NAKAMOTO Takamichi, ISHIDA Hiroshi, MORIIZUMI Toyosaka

    The Transactions of the Institute of Electronics,Information and Communication Engineers. C   J85-C ( 4 )   269 - 276   2002.4

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  • Improvement of olfactory video camera: gas/odor flow visualization system Reviewed

    Hiroshi Ishida, Takafumi Tokuhiro, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   83 ( 1-3 )   256 - 261   2002.3

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    DOI: 10.1016/s0925-4005(01)01058-9

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  • 実時間参照方式による匂い記録・再生システムの環境変化に対するロバスト性向上 Reviewed

    山中 中本

    電気学会論文誌   122-E   312   2002

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  • Improvement of Odor-Recorder Robustness against Environmental Change using Real-time Reference Method Reviewed

    Takao Yamanaka, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   122 ( 6 )   312 - 317   2002

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical Engineers of Japan (IEE Japan)  

    The new type of odor recorder called real-time reference system is proposed to improve robustness against environmental changes, especially humidity and temperature changes. Since an odor sensor depends on humidity and temperature, these conditions have to be precisely controlled in a general odor sensing system. However, the odor recorder we developed in this paper does not need those requirements because of the real-time relative measurement based on the active sensing method, where a target odor and the reproduced odor were alternately exposed to the sensor array to reduce the influence of the dynamic environmental changes. We describe the design of the feedback controller for the real-time reference system and the experimental results of recording odors using the system. The recipes of apple flavors made up of four components were successfully recorded under the varying environments of humidity and temperature. Once the recipe for the target odor is recorded electronically by the odor recorder, it can be reproduced anytime and anywhere using an odor blender.

    DOI: 10.1541/ieejsmas.122.312

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  • Multi-channel frequency shift measurement circuit with high sampling rate for QCM odor sensors Reviewed

    SEGAWA Nobuo, TOKUHIRO Takahumi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    IEEJ Transactions on Sensors and Micromachines   122 ( 1 )   16 - 22   2002

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    Language:Japanese   Publisher:The Institute of Electrical Engineers of Japan  

    Frequency shift measurement circuit with high sampling rate using reciprocal method for QCM odor sensor is proposed. Although the circuit including an analog-type mixer achieved the high sampling rate, the digital mixer in place of analog one is required since all the circuits can be implemented into one chip. The proposed digital mixer helped us achieve 128ms time resolution, 8 times faster than the conventional one, without the deterioration of the frequency resolution. Then, it was found that its introduction into the gas odor visualization system enabled us to have clear image. After the successful implementation into a FPGA, its ASIC version was fabricated. The increase in the mixer performance brought us further increase in the sampling rate of the frequency shift.

    DOI: 10.1541/ieejsmas.122.16

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  • 能動型匂いセンシングシステムによる匂いレシピの記録・再生 Reviewed

    中本 高道

    電気学会論文誌. E, センサ・マイクロマシン準部門誌   121 ( 12 )   625 - 628   2001.12

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  • Odor recorder using active odor sensing system Reviewed

    T Nakamoto, Y Nakahira, H Hiramatsu, T Moriizumi

    Sensors and Actuators B: Chemical   76 ( 1-3 )   465 - 469   2001.6

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    DOI: 10.1016/s0925-4005(01)00587-1

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  • Plume-tracking robots: a new application of chemical sensors, Reviewed

    H. Ishida, T. Nakamoto, T. Moriizumi, T. Kikas, J. Janata

    BIOLOGICAL BULLETIN   200   222 - 226   2001.4

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  • Vapor supply method in odor sensing system and analysis of transient sensor responses Reviewed

    T. Nakamoto, A. Iguchi, T. Moriizumi

    Sensors and Actuators B: Chemical   71 ( 3 )   155 - 160   2000.12

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    DOI: 10.1016/s0925-4005(99)00186-0

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  • Classification and evaluation of sensing films for QCM odor sensors by steady-state sensor response measurement Reviewed

    K Nakamura, T Nakamoto, T Moriizumi

    Sensors and Actuators B: Chemical   69 ( 3 )   295 - 301   2000.10

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    DOI: 10.1016/s0925-4005(00)00510-4

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  • Odor-sensing system using preconcentrator with variable temperature Reviewed

    T Nakamoto, Y Isaka, T Ishige, T Moriizumi

    Sensors and Actuators B: Chemical   69 ( 1-2 )   58 - 62   2000.9

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    DOI: 10.1016/s0925-4005(00)00388-9

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  • Prediction of QCM gas sensor responses and calculation of electrostatic contribution to sensor responses using a computational chemistry method Reviewed

    K Nakamura, T Nakamoto, T Moriizumi

    Materials Science and Engineering: C   12 ( 1-2 )   3 - 7   2000.8

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    DOI: 10.1016/s0928-4931(00)00149-1

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  • Sensing film characterization of mixed films for odor sensing system, Reviewed

    J.Ide, Y.Nakamura, T.Nakamoto, T.Moriizumi

    IEICE transactions on electronics   83 ( 7 )   1046 - 1050   2000.7

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  • Sensing film selection of QCM odor sensor suitable for apple flavor discrimination, Reviewed

    K.Nakamura, T.Nakamoto, T.Moriizumi

    IEICE TRANSACTIONS on Electronics   E83-C ( 7 )   1051 - 1056   2000.7

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  • Study of real-time visualization of gas/odor flow image using gas sensor array Reviewed

    H Ishida, T Yamanaka, N Kushida, T Nakamoto, T Moriizumi

    Sensors and Actuators B: Chemical   65 ( 1-3 )   14 - 16   2000.6

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    DOI: 10.1016/s0925-4005(99)00415-3

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  • Study of LSI circuit for learning and odor recognition using 1bit data stream signal processing method Reviewed

    Satoshi Kawamura, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   120 ( 5 )   204 - 210   2000.5

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    DOI: 10.1541/ieejsmas.120.204

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  • Prediction of quartz crystal microbalance gas sensor responses using a computational chemistry method Reviewed

    K. Nakamura, T. Nakamoto, T. Moriizumi

    Sensors and Actuators B: Chemical   61 ( 1-3 )   6 - 11   1999.12

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    DOI: 10.1016/s0925-4005(99)00071-4

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  • A sensing system for odor plumes Reviewed

    T Nakamoto, H Ishida, T Moriizumi

    ANALYTICAL CHEMISTRY   71 ( 15 )   531A - 537A   1999.8

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  • 匂いセンシングシステム Reviewed

    中本, 森泉

    電子情報通信学会論文誌   J82-C-I   156 - 164   1999

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  • A sensing system for odor plume tracing Reviewed

    T.Nakamoto, H.Ishida, T.Moriizumi

    A-page report, Anal. Chem   4 ( 7 )   531A - 537A   1999

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  • Study of 3D odor compass Reviewed

    H.Ishida, A.Kobayashi, T.Nakamoto, T.Moriizumi

    IEEE Trans. on Robotics and automation,   15   251 - 257   1999

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  • A comparison between calixarene LB and cast films in odor sensing system, Reviewed

    S.Munos, T.Nakamoto, T.Moriizumi

    Sensors and Materials   11 ( 7 )   427 - 435   1999

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  • Study of transient response of QCM odor/gas sensors coated with calixarene LB films Reviewed

    Severino Muñoz, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   119 ( 8-9 )   430 - 435   1999

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    DOI: 10.1541/ieejsmas.119.430

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  • Study of gas/odor flow visualization system using array of pulse drive semiconductor gas sensors Reviewed

    Hiroshi Ishida, Naoya Kushida, Takao Yamanaka, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   119 ( 4 )   194 - 200   1999

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    DOI: 10.1541/ieejsmas.119.194

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  • Study of stability of sensing film in odor sensing system Reviewed

    J.Ide, Y.Nakamura, T.Nakamoto, T.Moriizumi

    IEICE TRANSACTIONS on Electronics   E81 ( 7 )   1057 - 1063   1998.7

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  • Analysis of gas sensor transient response by visualizing instantaneous gas concentration using smoke Reviewed

    T. Yamanaka, H. Ishida, T. Nakamoto, T. Moriizumi

    Sensors and Actuators A: Physical   69 ( 1 )   77 - 81   1998.6

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    DOI: 10.1016/s0924-4247(98)00045-4

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  • Remote sensing and localization of gas/odor source and distribution using mobile sensing system Reviewed

    H. Ishida, T. Nakamoto, T. Moriizumi

    Sensors and Actuators B   49   52 - 57   1998

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/sensor.1997.613711

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  • High speed active gas/odor sensing system using adaptive control theory Reviewed

    T. Nakamoto, N. Okazaki, T. Mornzumi

    Sensors and Actuators B: Chemical   41 ( 1-3 )   183 - 188   1997.6

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    DOI: 10.1016/s0925-4005(97)80293-6

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  • Study on the behavior of oscillation circuit for QCM gas sensor Reviewed

    Ken-ichi NAKAMURA, Takamichi NAKAMOTO, Toyosaka MORIIZUMI

    IEEJ Transactions on Sensors and Micromachines   117 ( 5 )   256 - 261   1997

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    DOI: 10.1541/ieejsmas.117.256

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  • Remote sensing and localization of gas/odor source and distribution using mobile sensing system

    Hiroshi Ishida, Takamichi Nakamoto, Toyosaka Moriizumi

    International Conference on Solid-State Sensors and Actuators, Proceedings   1   559 - 562   1997

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  • Active odor sensing system Reviewed

    T Nakamoto, H Ishida, T Moriizumi

    ISIE '97 - PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-3   SS128 - SS133   1997

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  • Artificial odor-recognition system using neural network for estimating sensory quantities of blended fragrance Reviewed

    Shinichi Hanaki, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators A: Physical   57 ( 1 )   65 - 71   1996.10

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    DOI: 10.1016/s0924-4247(97)80096-9

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  • An odor compass for localizing an odor source Reviewed

    T Nakamoto, H Ishida, T Moriizumi

    Sensors and Actuators B: Chemical   35 ( 1-3 )   32 - 36   1996.9

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    DOI: 10.1016/s0925-4005(96)02009-6

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  • Odor-source localization in the clean room by an autonomous mobile sensing system Reviewed

    Hiroshi Ishida, Yukihiko Kagawa, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   33 ( 1-3 )   115 - 121   1996.7

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/0925-4005(96)01907-7

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  • III. Odor Sensing System Reviewed

    Takamichi Nakamoto

    IEEJ Transactions on Electronics, Information and Systems   116 ( 8 )   885 - 886   1996

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    Publishing type:Research paper (scientific journal)   Publisher:Institute of Electrical Engineers of Japan (IEE Japan)  

    DOI: 10.1541/ieejeiss1987.116.8_885

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  • Study of oscillator-circuit behavior for QCM gas sensor

    T. Nakamoto, K. Nakamura, T. Moriizumi

    Proceedings of the IEEE Ultrasonics Symposium   1   351 - 354   1996

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  • Study of Odor Compass.

    Ishida Hiroshi, Nakamoto Takamichi, Moriizumi Toyosaka

    The Journal of the Institute of Electrical Engineers of Japan   116 ( 10 )   429 - 434   1996

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    A new method for localizing an odor source by mimicking the behavior of silkworm moths is proposed. A male silkworm moth is able to track airborne sexual pheromone to its female counterpart. During the search, a moth draws air from its front to its two antennae by wing vibrations, and turns toward the antenna more strongly stimulated by the pheromone. An artificial system with this mechanism has been realized using a small fan and plural gas sensors instead of the moth's wings and antennae, respectively. The system is called an 'odor compass' since it continuously points to an odor source by rotating the probe to the sensor with the largest response. The capability of its directional probing is successfully demonstrated by the results of estimation of the odor-source direction in a clean room. Furthermore, the improvement of the system to realize the three-dimensional localization, which is often required in a practical environment, is reported, and its feasibility is demonstrated.

    DOI: 10.1541/ieejsmas.116.429

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  • Odour-source localization system mimicking behaviour of silkworm moth Reviewed

    H. Ishida, K. Hayashi, M. Takakusaki, T. Nakamoto, T. Moriizumi, R. Kanzaki

    Sensors and Actuators A: Physical   51 ( 2-3 )   225 - 230   1995.11

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    DOI: 10.1016/0924-4247(95)01220-6

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  • Improvement of optimization algorithm in active gas/odor sensing system Reviewed

    T. Nakamoto, H. Matsushita, N. Okazaki

    Sensors and Actuators A: Physical   50 ( 3 )   191 - 196   1995.9

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    DOI: 10.1016/0924-4247(95)01039-4

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  • Discrimination of aromatic optical isomers using quartz-resonator sensors Reviewed

    Junichi Ide, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators A: Physical   49 ( 1-2 )   73 - 78   1995.6

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    DOI: 10.1016/0924-4247(95)01017-u

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  • Selection of Odor Adsorption Films for Sensory Quantity Evaluation and Estimation Using Fuzzy Learning Vector Quantization Reviewed

    Yuichi SAKURABA, Junichi IDE, Takamichi NAKAMOTO, Toyosaka MORIIZUMI

    Transactions of the Society of Instrument and Control Engineers   31 ( 3 )   357 - 363   1995

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    In recent years, odor recognition systems have been studied very actively. However, this field is difficult to research since there are a lot of kinds of odors, and they have not been characterized well. Because of these difficulties, odor property can be revealed from inspection such as sensory test performed by human. As the odor inspection by human fundamentally has fluctuation based on physical or climatic condition, an artificial odor recognition system is required in many industries.<br>The authors proposed a neural network called "Fuzzy Learning Vector Quantization (FLVQ)", and applied it in the odor recognition system to identifying odor kinds and expressing sensory quantity obtained from the human sensory test.<br>FLVQ network receives the output pattern from the sensors, and is trained by the result of the human sensory test, such as a triangle test for whiskeys and a semantic differential (SD) method for flavors. The network can output odor quantity after learning. It has been confirmed from the outputs of the estimated sensory quantity that FLVQ has satisfactory ability to express human odor quantity.<br>Moreover, adsorption membranes for odor sensors were selected to improve the odor recognition system. The authors proposed three statistical methods for membrane selection. It was found that the combination of discrimination analysis and multiple linear regression method was suitable here. Using selected membranes, the estimation accuracy of sensory quantity was raised.

    DOI: 10.9746/sicetr1965.31.357

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  • Odor-source localization in clean room by autonomous mobile sensing system

    Hiroshi Ishida, Yukihiko Kagawa, Takamichi Nakamoto, Toyosaka Moriizumi

    International Conference on Solid-State Sensors and Actuators, and Eurosensors IX, Proceedings   1   783 - 786   1995

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  • Phospholpid film electrodeposition of quartz resonator and its application to odor sensing Reviewed

    H.Xu, T.Matsuda, T.Nakamoto, T.Moriizumi

    Japanese Journal of Applied Physics   34 ( 75 )   3914 - 3919   1995

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  • Study of autonomous mobile sensing system for localization of odor source using gas sensors and anemometric sensors Reviewed

    H. Ishida, K. Suetsugu, T. Nakamoto, T. Moriizumi

    Sensors and Actuators A: Physical   45 ( 2 )   153 - 157   1994.11

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    DOI: 10.1016/0924-4247(94)00829-9

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  • Active gas/odor sensing system using automatically controlled gas blender and numerical optimization technique Reviewed

    T. Nakamoto, S. Ustumi, N. Yamashita, T. Moriizumi, Y. Sonoda

    Sensors and Actuators B: Chemical   20 ( 2-3 )   131 - 137   1994.6

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    DOI: 10.1016/0925-4005(93)01193-8

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  • Study of fire-alarm system using plural semiconductor and quartz-resonator gas sensors Reviewed

    Takamichi Nakamoto, Youichiro Higuchi, Toyosaka Moriizumi

    Sensors and Actuators A: Physical   40 ( 2 )   155 - 158   1994.2

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    DOI: 10.1016/0924-4247(94)85023-2

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  • Development of Circuit for Measuring Both Q Variation and Resonant Frequency Shift of Quartz Crystal Microbalance Reviewed

    Takamichi Nakamoto, Takeharu Kobayashi

    IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control   41 ( 6 )   806 - 811   1994

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    DOI: 10.1109/58.330261

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  • Development of odour-sensing system using an auto-sampling stage Reviewed

    Junichi Ide, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   13 ( 1-3 )   351 - 354   1993.5

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    DOI: 10.1016/0925-4005(93)85399-u

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  • Self-Excited Potential Oscillation of Lipid across a Micropore Controlled by Hydrostatic Pressure

    Sha Seimei, Nakamoto Takamichi, Moriizumi Toyosaka

    Jpn J Appl Phys   32 ( 1 )   L151 - L154   1993.1

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    Effects of the hydrostatic pressure difference across the oil to water interface on a self-excited potential oscillation at a micropore have been investigated by potential measurement and microscopic observation. The amplitude and frequency of the oscillation are precisely controlled by means of changing the hydrostatic pressure. This effect of hydrostatic pressure is due to the change in the diameter of a dome that is built at the micropore. These results are qualitatively consistent with our previous ones [Jpn. J. Appl. Phys. 30 (1991) L1435]; i.e., the self-excited potential oscillation can be controlled through changes in the shape or the size of the interface.

    DOI: 10.1143/JJAP.32.L151

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  • Perfume and flavour identification by odour-sensing system using quartz-resonator sensor array and neural-network pattern recognition Reviewed

    T. Nakamoto, A. Fukuda, T. Moriizumi

    Sensors and Actuators B: Chemical   10 ( 2 )   85 - 90   1993.1

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    DOI: 10.1016/0925-4005(93)80030-f

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  • Gas/odor identification by semiconductor gas-sensor array and an analog artificial neural-network circuit Reviewed

    T. Nakamoto, H. Takagi, S. Utsumi, T. Moriizumi

    Sensors and Actuators B: Chemical   8 ( 2 )   181 - 186   1992.5

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    DOI: 10.1016/0925-4005(92)80178-z

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  • Selection Method of Sensing membranes in Odor Sensing System Reviewed

    T.Nakamoto, S.Sasaki, A.Fukuda, T.Moriizumi

    Sens. Materials Sens. Materials   4   111 - 119   1992

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  • Gas/Odor Identification by Analog Learning Circuit.

    Nakamoto Takamichi, Takagi Hideaki, Moriizumi Toyosaka

    Circuit Technology   8 ( 4 )   14 - 20   1992

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    Language:Japanese   Publisher:The Japan Institute of Electronics Packaging  

    DOI: 10.5104/jiep1985.8.4_14

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  • Stable Potential Oscillation of Lipid Membrane Supported by a Micropore

    Sha Seimei, Abatti Paulo Jose, Iko Kazuhiro, Nakamoto Takamichi, Moriizumi Toyosaka

    Jpn J Appl Phys   30 ( 8 )   L1435 - L1437   1991.8

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    A rhythmic, sustained, stable potential oscillation was reproducibly observed for a lipid membrane supported by a micropore of a thin membrane tip micropipette. Amplitude and period of the oscillation voltage was controlled by changing the pore diameter. The relationship between oscillation period and pore diameter when the pore diameter was below 8 $\mu$m was different from that when the diameter was larger than 8 $\mu$m.

    DOI: 10.1143/JJAP.30.L1435

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  • 水晶振動子ガスセンサの出力予測法 Reviewed

    中本, 福田, 森泉

    電子情報通信学会論文誌   J74-C2 ( 5 )   450 - 457   1991.5

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  • Improvement of identification capability in an odor-sensing system Reviewed

    Takamichi Nakamoto, Atsushi Fukuda, Toyosaka Moriizumi, Yasuo Asakura

    Sensors and Actuators B: Chemical   3 ( 3 )   221 - 226   1991.3

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    DOI: 10.1016/0925-4005(91)80009-9

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  • Gas identification system using plural sensors with characteristics of plasticity Reviewed

    Takamichi Nakamoto, Tetsuo Fukuda, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   3 ( 1 )   1 - 6   1991.1

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/0925-4005(91)85001-y

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  • Dynamic behavior of lipid across a micropore during potential self-excited oscillation Reviewed

    S.Sha, T.Nakamoto, T.Moriizumi

    Japanese Journal of Applied Physics   30 ( 10A )   1774 - 1777   1991

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    This letter reports observation with an optical microscope on dynamic behavior of a lipid across the oil/water interface, which are formed at a micropore of 2 $\mu$m in diameter during self-excited potential oscillation. Periodical movement of dome-shaped body on the interface is observed, and its expansion and shrinkage are quite synchronous with the potential oscillation.

    DOI: 10.1143/JJAP.30.L1774

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  • ファジイ理論を用いた学習ベクトル量子化法 Reviewed

    桜庭, 中本, 森泉

    電子情報通信学会論文誌   J73-D2 ( 11 )   1863 - 1871   1990.11

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  • Identification capability of odor sensor using quartz-resonator array and neural-network pattern recognition Reviewed

    Takamichi Nakamoto, Katsufumi Fukunishi, Toyosaka Moriizumi

    Sensors and Actuators B: Chemical   1 ( 1-6 )   473 - 476   1990.1

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    DOI: 10.1016/0925-4005(90)80252-u

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  • A Theory of a Quartz Crystal Microbalance Based upon a Mason Equivalent Circuit Reviewed

    T.Nakamoto, T.Moriizumi

    Japanese Journal of Applied Physics   29 ( 5 )   963 - 969   1990

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  • Odour-sensing system using a quartz-resonator sensor array and neural-network pattern recognition Reviewed

    Kouichi Ema, Mamoru Yokoyama, Takamichi Nakamoto, Toyosaka Moriizumi

    Sensors and Actuators   18 ( 3-4 )   291 - 296   1989.7

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    DOI: 10.1016/0250-6874(89)87036-2

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Books

  • 匂い・香りの科学と評価・可視化・応用技術 : センシング技術の進展と呼気ガス分析・香り再現・演出等への展開

    伊関 方晶, 林 寛人, Dani Prasetyawan, 中本 高道(第4章第1節 多成分調合型嗅覚ディスプレイによる香り再現)

    サイエンス&テクノロジー  2023.7  ( ISBN:9784864283090

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    Total pages:204 p.   Language:Japanese  

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  • おいしさの科学とフードテック最前線

    都甲, 潔

    シーエムシー出版  2022.8  ( ISBN:9784781316758

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    Total pages:5, xii, 435p   Language:Japanese  

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  • 国内外の開発動向と今後の課題とは、<Q&Aで理解する>におい分析・評価・コントロール事例集

    中本高道( Role: Joint authorP352-359)

    情報機構  2022.2  ( ISBN:9784865022292

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    Total pages:531 p   Language:Japanese  

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  • 嗅覚ディスプレイとは、<Q&Aで理解する>におい分析・評価・コントロール事例集

    中本高道( Role: Joint authorP146-151)

    情報機構  2022.2  ( ISBN:9784865022292

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    Total pages:531 p   Language:Japanese  

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  • 想定されるにおい分析以外の応用例とは、<Q&Aで理解する>におい分析・評価・コントロール事例集

    中本高道( Role: Joint authorP347-351)

    情報機構  2022.2  ( ISBN:9784865022292

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    Total pages:531 p   Language:Japanese  

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  • 嗅覚及び力覚インタフェースを用いたマルチモーダルVR環境の構築、VR/AR 技術における感覚の提示、拡張技術と最新応用事例

    赤羽, 高橋, 佐藤, 中本( Role: Joint authorP339-351)

    技術情報協会  2021.6  ( ISBN:9784861048500

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    Total pages:576p   Language:Japanese  

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  • 要素臭を用いた香りの再現、匂いのセンシング・定量評価技術、中本監修

    中本高道(P281-289)

    CMC出版  2020 

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  • 細胞画像処理を用いた匂いバイオセンサ、匂いのセンシング・定量評価技術、中本監修

    祐川侑司, 中本高道(P152-162)

    CMC出版  2020 

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  • An Olfactory Sensor Array for Predicting Chemical Odor Characteristics from Mass Spectra with Deep Learning. In: Fitzgerald J., Fenniri H. (eds) Biomimetic Sensing. Methods in Molecular Biology,

    Nozaki Y, Nakamoto T

    2019 

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  • Odor sensing system, Hamida HALLIL & Hadi Heidari, Eds., Smart Sensors for Environmental and Medical Applications

    T.Nakamoto, M.Muhtadi

    IEEE and Wiley  2019  ( ISBN:1119587344

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  • 嗅覚センサと嗅覚ディスプレイ、口・鼻・耳の感覚メカニズムと応用技術

    中本高道(P209-223)

    S&T出版  2018.3  ( ISBN:9784907002701

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    Total pages:xv, 308p   Language:Japanese  

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  • 嗅覚ディスプレイにおける香りの提示技術と応用可能性、VR/AR技術の開発動向と最新応用事例

    中本高道(P169-P178)

    技術情報協会  2018.1  ( ISBN:9784861046940

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  • おいしさの科学とビジネス展開の最前線

    都甲, 潔, 柏柳, 誠( Role: Joint authorP169-179)

    シーエムシー出版  2017.7  ( ISBN:9784781312491

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    Total pages:xii, 439p   Language:Japanese  

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  • においと味を可視化する : 化学感覚を扱う科学技術の最前線

    都甲, 潔, 中本, 高道( Role: Joint author)

    フレグランスジャーナル社  2017.5  ( ISBN:9784894792852

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    Total pages:177p, 図版 [3] p   Language:Japanese  

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  • 機械学習を用いた匂い印象の予測、生体ガス計測と高感度ガスセンシング

    野崎, 中本( Role: Joint authorP134-142)

    CMC出版  2017 

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  • Olfactory Interfaces, Eds., James L. Szalma, Mark Scerbo, Raja Parasuraman, Peter A. Hancock, and Robert R. Hoffman,The Handbook of applied perception research

    T.Nakamoto

    Cambridge University Press  2015.7 

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  • Chemical sensors, J.K.Parker, J.S.Elmore and L.Methven, Eds., Flavour development, analysis and perception in food and beverages

    B.Wyszynski, T.Nakamoto( Role: Joint author)

    2015  ( ISBN:9781782421030

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  • BIOMIMETIC SENSING AND MULTIVARIATE APPROACH FOR OBTAINING SENSORY QUANTITIES IN ODOR SENSING SYSTEM, Esmaiel Jabbari;Ali Khademhosseini;Deok-Ho Kim;Amir Ghaemmaghami, Eds

    T.Nakamoto, B.Wyszynski

    World Scientific Publishing  2014  ( ISBN:9789814354929

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  • 嗅覚デバイスの要求・制約事項、感覚デバイス開発

    中本高道( Role: Sole authorP147-155)

    エヌティーエス  2014 

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  • Odor recorder and olfactory display, K.Toko Ed.

    T.Nakamoto( Role: Sole author)

    Pan Stanford Publishing Pte Ltd  2013  ( ISBN:9789814267076

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  • Olfactory Display Using Solenoid Valves and Fluid Dynamics Simulation

    IGI Global  2010 

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  • Odor reproduction with movie and its application to teleolfaction

    IGI global  2010 

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  • Olfactory Display Using Solenoid Valves and Fluid Dynamics Simulation

    IGI Global  2010 

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  • Odor reproduction with movie and its application to teleolfaction

    IGI global  2010 

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  • 電気電子計測

    培風館  2009 

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  • Prediction of quartz crystal microbalance gas sensor responses using Grand Canonical Monte Carlo method

    Springer  2009 

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  • ニューラルネットワークを用いた匂い認識チップ

    NTS  2009 

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  • Prediction of quartz crystal microbalance gas sensor responses using Grand Canonical Monte Carlo method

    Springer  2009 

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  • 匂いの記録と再生

    CMC出版  2009 

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  • 匂いの記録再生システム

    フレグランスジャーナル社  2008 

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  • 嗅覚インタフェース

    朝倉書店  2008  ( ISBN:9784254106343

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  • センサを用いたにおいの測定とその応用

    技術情報協会  2008 

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  • 嗅覚ディスプレイを用いた香る料理体験コンテンツ

    フレグランスジャーナル社  2008 

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  • 香りはどうすれば記録・再生できるか

    ベルシステム24総合研究所  2007 

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  • ガスセンサ

    朝倉書店  2007 

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  • センサ材料とデバイス

    朝倉書店  2007 

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  • 匂いセンサを用いた匂いの記録再生システム

    2005 

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  • 匂いセンサ、おいしさをさぐる食品感性工学

    農林水産技術情報協会  2004 

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  • Odor handling and delivery system (分担), Handbook of machine olfaction

    Wiley-VCH  2003 

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  • Odor handling and delivery system (分担), Handbook of machine olfaction

    Wiley-VCH  2003 

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  • 匂いセンサ(分担)、薄膜作製応用ハンドブック

    エヌ・ティー・エス  2003 

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  • 電気電子計測入門

    実教出版  2002 

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  • 水晶振動子センサ(分担)、におい物質の特性と分析・評価

    フレグランスジャーナル  2002 

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  • 匂いセンサ(分担)、香料の辞典

    朝倉書店  2000 

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  • 匂いセンサ、味と匂いの分子認識(分担)

    日本化学会編  1999 

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  • 水晶振動子を用いた匂いセンシングシステム(分担)、香りのメカニズムとその測定・分析、評価技術

    技術情報協会  1999 

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  • 能動型匂いセンシングシステム、食品と感性ー感性バイオセンサの基礎と応用ー(分担)

    光琳  1999 

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  • センサ工学(共著)

    昭晃堂  1997 

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  • Artificial Olfactory System Using Neural Network, Intelligent sensors(分担)

    Elsevier  1996 

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  • Artificial Olfactory System Using Neural Network, Intelligent sensors(分担)

    Elsevier  1996 

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  • ニューラルネットによる匂い認識、匂いの応用工学(分担)

    朝倉書店  1994 

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  • 官能検査とセンサ代行, アドバンスドセンサハンドブック(分担)

    培風館  1994 

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MISC

  • 匂いセンサの研究開発動向

    中本 高道

    車載テクノロジー 2023年8月号   10 ( 11 )   33 - 38   2023.8

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  • 嗅覚ディスプレイによる香りの再現技術の開発

    伊関方晶, Dani Prasetyawan, 中本高道

    コスメティックステージ2023年8月号   17 ( 6 )   45 - 51   2023.8

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  • かおるサイバー空間の実現に向けて

    中本 高道

    におい・かおり環境学会誌   54 ( 6 )   337 - 337   2023

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  • 匂いバイオセンサによる匂い検出/識別実験

    中本高道, Deng Hongchao

    電設技術   68 ( 10 )   23 - 27   2022.10

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  • 難しいとされた再現に成功 匂いは伝えられる

    中本高道

    Healthist 275   46 ( 5 )   10 - 13   2022.9

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  • 要素臭と嗅覚ディスプレイによる香り再現

    中本、D.Prasetyawan, 伊関

    アロマリサーチ   23 ( 4 )   310 - 314   2022

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  • ウェラブル嗅覚ディスプレイ

    中本高道

    日本バーチャルリアリティ学会誌   26   24 - 27   2021

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  • においセンシングシステムの研究動向

    中本高道

    センサイト   2020.2

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  • Fundamental study on odor discrimination method using image processing of cell-based biosensor

    4 ( 2 )   131 - 134   2020.2

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  • Gas Mixture Quantification Method Using Ion Mobility Spectrometry

    望月祐輔, 横式康史, 中本高道

    電気学会全国大会講演論文集(CD-ROM)   2020   2020

  • ヒューマン嗅覚インタフェース

    中本高道

    アロマリサーチ   ( 80 )   356 - 361   2019.11

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  • ヒューマン嗅覚インタフェースとその応用

    中本高道

    官能評価学会   22 ( 1 )   11 - 16   2018.4

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  • 液滴射出型電磁弁とヒーターを用いた匂い発生装置の開発

    横式康史, 伊藤史織, NGUYEN Ha, 中本高道

    電気学会全国大会講演論文集(CD-ROM)   2018   2018

  • エレクトロニクスからみた香りの世界 -匂いセンサと嗅覚ディスプレイ-

    中本高道

    Hasegawaletter   36   2 - 14   2017.9

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  • Measurement of QCM Sensor Coated with Biological Membrane in Gas Phase (ケミカルセンサ研究会 ケミカル・バイオセンサとそのプロセス技術および一般)

    Zhang Wei, Dani Prasetyawan, Nakamoto Takamichi

    電気学会研究会資料. CHS = The papers of technical meeting on "chemical sensor", IEE Japan   2017 ( 1 )   23 - 25   2017.6

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  • 質量分析器データと多次元データ解析を用いた匂い印象の予測・再現

    中本, 野崎

    アロマリサーチ   2 ( 18 )   182 - 186   2017

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  • ヒューマン嗅覚インタフェース

    中本高道

    蔵前工業会誌   ( 1060 )   54 - 55   2017

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  • ヒューマン嗅覚インタフェース

    中本高道

    アロマリサーチ   18 ( 4 )   338 - 339   2017

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  • Real Time Lock-in Measurement System for Odor Biosensor

    2016 ( 37 )   1 - 4   2016.11

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  • Spatially parallelized lock-in measurement technique for cell-based odor biosensor

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto, Hidefumi Mistuno, Ryohei Kanzaki

    CHEMICAL SENSES   41 ( 9 )   E214 - E214   2016.11

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    Language:English   Publishing type:Research paper, summary (international conference)  

    Web of Science

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  • Trend of Human Olfactory Interface

    Takamichi NAKAMOTO

    Journal of the Japan Society for Precision Engineering   82 ( 1 )   15 - 19   2016

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    DOI: 10.2493/jjspe.82.15

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  • アレイ型ガス・匂いセンサ

    中本高道

    電気学会E部門論文誌   135 ( 8 )   276 - 280   2015.6

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    DOI: 10.1541/icejsmas.135.281

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  • Digital Olfaction Society Congress開催記

    中本高道

    日本味と匂い学会誌   22 ( 1 )   71 - 72   2015.4

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  • 弾性表面波デバイスを用いた嗅覚ディスプレイ

    伊関, 中本

    アロマリサーチ   16 ( 4 )   10 - 15   2015

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  • 自己組織化写像と香気物質の構造パラメータを用いた嗅覚受容神経細胞の応答予測

    原田祐希, 加沢知毅, 神崎亮平, 中本高道

    電気学会全国大会講演論文集(CD-ROM)   2015   2015

  • Olfactory display using SAW device and micropumps

    16 ( 4 )   310 - 315   2015

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  • Study on Flow Measurement System for Cell-Based Odor Sensor

    祐川侑司, MUJIONO Totok, 中本高道, 光野秀文, 中島裕子, 神崎亮平, 三澤宣雄

    電気学会ケミカルセンサ研究会資料   CHS-15 ( 1-28 )   2015

  • Study of machine olfaction

    83 ( 1 )   12 - 17   2014.1

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  • 匂いセンサと嗅覚ディスプレイ

    中本高道

    薬学雑誌   134 ( 3 )   333 - 338   2014

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    DOI: 10.1248/yakushi.13-00234-5

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  • 嗅覚ディスプレイの基礎と応用

    中本高道

    電子ジャーナルゼミ   2014

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  • Study of Odor Recoginition System Using LVQ Circuit

    YOSHINO Fumikazu, NAKAMOTO Takamichi

    2013 ( 1 )   43 - 48   2013.8

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  • Odor recorder and teleolfaction system

    NAKAMOTO Takamichi

    Technical report of IEICE. CQ   112 ( 414 )   39 - 44   2013.1

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    Language:Japanese   Publisher:The Institute of Electronics, Information and Communication Engineers  

    In an odor recorder, odor is reproduced using an olfactory display according to the recipe recorded using an odor sensing system. In this presentation, the olfactory display, odor sensing system and odor recorder are explained and moreover teleolfaction, which enables the odor reproduction at remote site, is presented.

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  • 嗅覚ディスプレイの国際会議デモ

    中本高道

    日本VR学会誌   18   84 - 87   2013

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  • 匂いセンシングシステムの開発状況

    中本高道

    工業材料   61 ( 12 )   30 - 34   2013

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  • 弾性表面波デバイスを用いた匂い濃縮素子による低揮発性香気成分の濃縮

    横式康史, 中本高道

    電気学会全国大会講演論文集   2013 ( 3 )   2013

  • Study of odor sensing and its reproduction

    NAKAMOTO Takamichi

    The Japanese journal of taste and smell research   19 ( 2 )   147 - 155   2012.8

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  • Technology Frontier of Augmented Reality (6) ; Olfactory display and its application

    NAKAMOTO Takamichi

    The journal of the Institute of Image Information and Television Engineers   66 ( 6 )   478 - 483   2012.6

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  • ODOR SENSING SYSTEM AND OLFACTORY DISPLAY

    Proceedings of the Chemical Sensor Symposium   53   124 - 126   2012.3

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  • 弾性表面波デバイスによる匂い濃縮素子の研究

    横式康史, 中本高道

    電子情報通信学会大会講演論文集   2012   2012

  • Classification experiment on large-scale data using odor recognition chip with short-time fast fourier transform circuit

    KODAMA Kiwamu, NAKAMOTO Takamichi

    2011 ( 1 )   107 - 112   2011.6

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  • Study of olfactory display using electro-osmotic pumps and SAW atomizer

    ARIYAKUL Yossiri, NAKAMOTO Takamichi

    2011 ( 1 )   71 - 75   2011.6

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  • Multi-component olfactory display and its application

    NAKAMOTO Takamichi

    80 ( 3 )   231 - 234   2011.3

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  • Nanocomposites using gold, lipopolymers and amphiphilic GC materials as highly-sensitive coatings for QCM odor sensors

    WYSZYNSKI Bartosz, NAKAMOTO Takamichi

    IEICE technical report   110 ( 409 )   5 - 9   2011.1

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    Our group has for years been working on development and application of active odor-sensing systems using quartz crystal microbalance (QCM) sensors. The sensors are activated by coating with various films. In our recent work, we have been studying application of novel sensing structures composed of gold nanoparticles with chemisorbed lipopolymers and physisorbed, amphiphilic GC materials. The sensors fabricated using this method were characterized by exposures to odorants at sub-ppm level. The obtained results indicate outstanding odor-sensing performance of the sensors fabricated using proposed method.

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  • SAWデバイスを用いた匂い濃縮素子の研究

    横式康史, 中本高道

    電気学会全国大会講演論文集   2011 ( 3 )   2011

  • Odor reproduction with movie and its application to teleolfaction

    NAKAMOTO T

    Intelligent Systems for Machine Olfaction : Tools and Methodologies   126 - 152   2011

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  • Study of humidity effect to bad smell sensing system using a gas detector dube and a built-in camera

    HIRANO Hiroyuki, NAKAMOTO Takamichi, ARIMOTO Takemi

    2010 ( 1 )   11 - 16   2010.6

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  • Fundamental study of olfactory display using extremely small liquid pump and SAW device

    ARIYAKUL Yossiri, NAKAMOTO Takamichi

    2010 ( 1 )   1 - 5   2010.6

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  • 嗅覚ディスプレイの研究動向

    中本

    クリーンテクノロジ   20 ( 1 )   58 - 61   2010

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  • 組み込みカメラモジュールとガス検知管を用いた悪臭センシングシステム

    中本

    光アライアンス   21 ( 12 )   11 - 14   2010

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  • 嗅覚ディスプレイ最前線

    中本

    ディスプレイ   2010

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  • リポポリマーベースの複合材料でにおいを識別--高感度においセンサ (特集 Biophilia Special 「におい」最新事情)

    Wyszynski Bartosz, 中本 高道

    ビオフィリア   6 ( 4 )   13 - 17   2010

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  • Development of ball-smell sensing system using gas detector tube and built-in camera

    26   226 - 230   2009.9

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  • Development of odor recorder with enhanced recording capabilities based on real-time mass spectrometry

    Pakpum Somboon, Masashi Kinoshita, Bartosz Wyszynski, Takamichi Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   141 ( 1 )   141 - 146   2009.8

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  • Development of odor recognition chip including short-time Fourier transform circuit

    OHYAGI Shouichi, NAKAMOTO Takamichi

    2009 ( 1 )   55 - 59   2009.7

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  • Linking Biological and Artificial Olfaction: Biomimetic Quartz Crystal Microbalance Odor Sensors

    Bartosz Wyszynski, Takamichi Nakamoto

    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING   4 ( 3 )   334 - 338   2009.5

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    Language:English   Publishing type:Book review, literature introduction, etc.  

    DOI: 10.1002/tee.20414

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  • Odor Recorder Capable of Wide Dynamic Recordable Range Based on Higher Order Sensing and Signal Extraction Technique for Small Signal

    Pakpum Somboon, Bartosz Wyszynski, Takamichi Nakamoto

    IEEE SENSORS JOURNAL   9 ( 1-2 )   93 - 102   2009.1

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  • Self-assembled lipopolymers with physisorbed amphiphilic GC materials for QCM odor sensors

    Bartosz Wyszynski, Pakpum Somboon, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   129 ( 9 )   1 - 277   2009

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  • 嗅覚ディスプレイの海外実演体験

    中本高道

    におい・かおり環境学会誌   40   117 - 117   2009

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  • Odor Recorder Using Mass Spectrometry

    Takamichi Nakamoto

    SENSOR LETTERS   6 ( 6 )   996 - 1000   2008.12

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  • CS-4-6 LIPOPOLYMERS AS SENSING MATERIALS AND SENSING MATERIAL SUPPORTS FOR QCM ODOR SENSORS

    Wyszynski Bartosz, Nakamoto Takamichi

    Proceedings of the Society Conference of IEICE   2008 ( 2 )   "S - 18"-"S-19"   2008.9

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  • Reproduction of movie and scent at remote site using odor sensing system and olfactory display

    CHOH Norihiro, KINOSHITA Masashi, TAKUSHIMA Hiroki, NITIKARN Nimsuk, WYSZYNSKI Bartosz, NAKAMOTO Takamichi

    2008 ( 1 )   53 - 58   2008.6

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  • Selection of odor components using mass spectrum database

    MURAKAMI Keisuke, NAKAMOTO Takamichi

    2008 ( 1 )   47 - 52   2008.6

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  • A-16-18 Study on High-Presence Olfactory Display Based on Computational Fluid Dynamics Simulation

    Yoshida Hitoshi, Ishida Hiroshi, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2008   304 - 304   2008.3

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  • Odor sensing system using ball SAW devices

    T. Nakamoto, K. Aoki, T. Ogi, S. Akao, N. Nakaso

    SENSORS AND ACTUATORS B-CHEMICAL   130 ( 1 )   386 - 390   2008.3

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  • Chemical sensing in spatial/temporal domains

    Takamichi Nakamoto, Hiroshi Ishida

    CHEMICAL REVIEWS   108 ( 2 )   680 - 704   2008.2

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    Language:English   Publishing type:Book review, literature introduction, etc.  

    DOI: 10.1021/cr068117e

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  • Cooking up an interactive olfactory game display

    Takamichi Nakamoto, Shigeki Otaguro, Masashi Kinoshita, Masahiko Nagahama, Keita Ohinishi, Taro Ishida

    IEEE COMPUTER GRAPHICS AND APPLICATIONS   28 ( 1 )   75 - 78   2008.1

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  • Recipe estimation using mass spectrometer and large-scale data - Odor recipe

    Al Mamun, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   128 ( 12 )   467 - 471   2008

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  • 研究室紹介 東京工業大学理工学研究科電子物理工学専攻中本高道研究室

    中本高道

    光アライアンス   19 ( 5 )   57 - 60   2008

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  • 匂いセンサと嗅覚ディスプレイを用いた遠隔香り映像再現

    中本高道, 張哲裕, 木下雅史, 多久島裕樹, NIMSUKNITIKARN, WYSZYNSKIBARTOSZ PAWEL

    アロマリサーチ   9 ( 4 )   339 - 339   2008

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  • Improvement of robustness of odor classification in dynamically changing concentration against environmental change

    Nitikarn Nimsuk, Takamichi Nakamoto

    IEEJ Transactions on Sensors and Micromachines   128 ( 5 )   214 - 218   2008

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  • Odor recorder using mass spectrometry

    T. Nakamoto

    Sensors Letters   996 - 1000   2008

  • Improvement of capability for classifying odors in dynamically changing concentration using QCM sensor array and short-time Fourier transform

    N. Nimsuk, T. Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   127 ( 2 )   491 - 496   2007.11

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  • Study of odor recorder based on preconcentrator with variable temperature

    Pakpum Somboon, Bartosz Wyszynski, Takamichi Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   127 ( 2 )   392 - 398   2007.11

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  • Improvement of ultrasonic atomizer method for deposition of gas-sensing film on QCM

    Bartosz Wyszynski, Agustin Gutierrez Galvez, Takamichi Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   127 ( 1 )   253 - 259   2007.10

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  • Improvement of robustness of odor sensing system with preconcentrator

    TAKUSHIMA Hiroki, NITIKARN Nimsuk, NAKAMOTO Takamichi

    2007 ( 23 )   45 - 50   2007.7

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  • Realization of recording a wide range of odor by utilizing both of transient and steady-state sensor responses in recording process

    Pakpum Somboon, Bartosz Wyszynski, Takamichi Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   124 ( 2 )   557 - 563   2007.6

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  • A-21-17 The Fundamental Research on Odor Sensor Network

    Osonoi Takeshi, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2007   408 - 408   2007.3

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  • C-13-7 Deposition of sensing film for odor sensing system using AC electrospray

    Sekine Masaaki, Nakamoto Takamichi, Nakaso Takanori

    Proceedings of the IEICE General Conference   2007 ( 2 )   126 - 126   2007.3

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  • C-13-9 Odor recorder based on higher-order sensing system using preconcentrator with variable temperature

    Somboon Pakpum, Wyszynski Bartoz, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2007 ( 2 )   128 - 128   2007.3

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  • C-13-10 Record of odor using Mass Spectrum

    Nakama Tomomasa, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2007 ( 2 )   129 - 129   2007.3

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  • A-16-28 Improvement of olfactory display for blending multiple odor components

    Kinoshita Masashi, Ootaguro Shigeki, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2007   341 - 341   2007.3

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  • The 11^<th> International Meeting on Chemical Sensors 報告

    中本 高道

    電気学会論文誌. E, センサ・マイクロマシン準部門誌 = The transactions of the Institute of Electrical Engineers of Japan. A publication of Sensors and Micromachines Society   127 ( 1 )   42 - 42   2007.1

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  • 匂いセンサを用いた匂い記録再生システムの現状

    中本高道

    アロマリサーチ   8   73 - 79   2007

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  • 匂いの記録再生システムの開発 Reviewed

    中本

    オーム社   7   10 - 11   2007

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  • 匂いの記録再生システムの開発

    中本

    検査技術   12 ( 10 )   6 - 11   2007

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  • Study of PEGygated-lipid sensing films in QCM odor sensors

    B. Wyszynski, P. Somboon, T. Nakamoto

    IEEJ   127E ( 3 )   165 - 169   2007

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    DOI: 10.1541/ieejsmas.127.165

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  • 光学式センサとガス検知管を用いた悪臭センシングシステム

    中本

    光アライアンス   18 ( 6 )   16 - 20   2007

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  • Application of Interactive Olfactory Display to Cooking Game with Scents

    OTAGURO Shigeki, KINOSHITA Masashi, NAKAMOTO Takamichi, NAGAHAMA Masahiko, ISHIDA Taro, ONISHI Keita

    2006 ( 19 )   63 - 68   2006.12

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  • The Fundamental Research on Odor Sensor Network

    OSONOI Takeshi, NAKAMOTO Takamichi

    2006 ( 19 )   11 - 15   2006.12

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  • Record of odor using Mass Spectrum

    NAKAMA Tomomasa, NAKAMOTO Takamichi

    2006 ( 19 )   45 - 50   2006.12

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  • Study of highly sensitive smell sensing system using gas detector tube combined with optical sensor

    Y. Tanaka, T. Nakamoto, T. Moriizumi

    SENSORS AND ACTUATORS B-CHEMICAL   119 ( 1 )   84 - 88   2006.11

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  • Colorimetric method for odor discrimination using dye-coated plate and multiLED sensor

    T Nakamoto, M Yosihioka, Y Tanaka, K Kobayashi, T Moriizumi, S Ueyama, WS Yerazunis

    SENSORS AND ACTUATORS B-CHEMICAL   116 ( 1-2 )   202 - 206   2006.7

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  • Study of bad-smell sensing network using gas detector tubes and mobile phone cameras

    NINH HongPhuc, TANAKA Yukinobu, NAKAMOTO Takamichi, HAMADA Kazuo

    2006 ( 1 )   23 - 28   2006.5

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  • The research on olfactory display using solenoid valves switched at high speed

    DINH MINH Hai Pham, NAKAMOTO Takamichi

    2006 ( 1 )   45 - 50   2006.5

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  • C-13-2 Study on Odor Classification in the Atmosphere using Short-time Fourier Transform

    Nimsuk Nitikarn, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2006 ( 2 )   110 - 110   2006.3

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  • A-16-15 Evaluation of animation with smell using virtual olfaction display

    Hai Pham Dinh Minh, Nakamoto Takamichi, Nagahama Masahiko, Hanzaki Shinro, Onishi Keita

    Proceedings of the IEICE General Conference   2006   277 - 277   2006.3

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  • 嗅覚ディスプレイを用いた香る料理体験コンテンツ

    中本 高道, 太田黒 滋樹, 木下 雅史

    アロマリサーチ   7 ( 4 )   373 - 375   2006

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  • においセンサとにおい記録再生システム

    中本

    においかおり環境学会誌   37 ( 3 )   164 - 171   2006

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  • 分散センシング用端末の開発と環境計測応用

    齋藤 敦史, 野村 徹, 中本 高道

    特別教育・研究報告集   2006   87 - 90   2006

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  • Study of Odor Sensor using Ball SAW Device

    AOKI Kenji, NAKAMOTO Takamichi, OHGI Tsuneo, AKAO Shingo, NAKATSUKASA Takuya

    IEICE technical report   105 ( 440 )   13 - 18   2005.11

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    In this study, we develop the odor sensor using ball SAW devices. High sensitivity can be expected since SAW propagation length utilized for sensing is long due to multiple round trips in spite of its small size. In this study, the experiment on discrimination among apple, pineapple and orange flavors was performed using a sensor array composed of the ball SAW devices coated with four kinds of sensing films. Principal component analysis revealed that the discrimination among three kinds of flavors could be achieved.

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  • Improvement of Odor Classification in the Atmosphere using Short Time Fourier Transform

    Nimsuk Nitikarn, Nakamoto Takamichi

    Technical report of IEICE. OME   105 ( 261 )   39 - 43   2005.9

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    In this paper, we present the method to improve the capability of odor classification in the atmosphere. We used the short-time Fourier tranform to analyze transient responses of QCM sensors to odors, and then used the discrimination analysis method for selecting optimal frequency components. The pattern vectors were constructed using them, and then the capability of odor classification in the atmosphere was improved.

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  • Colorimetric method for bad-smell sensing using dye-coated plate and multi-LED sensor

    Kobayashi Kazuhiro, Tanaka Yukinobu, Nakamoto Takamichi, Moriizumi Toyosaka, Ueyama Satoshi, Yerazunis W. S.

    Technical report of IEICE. OME   105 ( 261 )   7 - 12   2005.9

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    Since bad smell becomes one of the environmental problems, a simple bad-smell sensing system is required. In this study, we developed simple colorimetric method using dye-coated plate and small sensor made up of multiple LEDs. The dye-coated plate is sequentially illuminated by seven LEDs with different wavelengths and the intensities of the reflected lights are measured. As these responses can be regarded as a sensor-array output pattern, odors can be discriminated using pattern recognition technique. In this report, we describe result of discrimination among several bad smells using Nile Red and Methyl Red films. In addition, it was found that polymer-blended dye contributed to the improvement of the discrimination capability.

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  • Study of portable bad-smell sensing network using gas detector tube and CCD image sensor

    Tanaka Yukinobu, Nakamoto Takamichi, Moriizumi Toyosaka

    Technical report of IEICE. OME   105 ( 261 )   1 - 6   2005.9

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    Recently, the deterioration of environment caused by bad smell and volatile organic compounds becomes one of the problems in our daily life. We are currently developing bad-smell sensing network for monitoring living environment. Although it is difficult to obtain selective and stable sensor response to ppb-order gas, our system using a gas detector tube and a one-dimensional CCD image sensor enabled the detection of methyl mercaptan, hydrogen sulfide and propionaldehyde with the concentrations down to a few tens of ppb. Since the developed system has wireless LAN capability, we can construct bad-smell sensing network easily. We measured gas distribution of propionaldehyde inside the wind tunnel. The distribution of bad smell was monitored using our developed portable sensors. The change of the plume shape caused by the variation of the wind speed was clearly observed using the proposed bad-smell sensor network.

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  • Odor recorder

    T Nakamoto

    SENSOR LETTERS   3 ( 2 )   136 - 150   2005.6

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    DOI: 10.1166/sl.2005.018

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  • Controlling a gas/odor plume-tracking robot based on transient responses of gas sensors

    H Ishida, G Nakayama, T Nakamoto, T Moriizumi

    IEEE SENSORS JOURNAL   5 ( 3 )   537 - 545   2005.6

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  • A-16-28 Fundamental Study of Tool for Supporting Creation of Artistic Contents Accompanied with Smell

    Wadatsumi Junji, Nakamoto Takamichi, Nagahama Masahiko, Hasumi Tomoyuki

    Proceedings of the IEICE General Conference   2005   304 - 304   2005.3

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  • A-16-27 Simultaneous Reproduction of Visual and Olfactory Information Using Odor Sensor

    Nimsuk Nitikarn, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2005   303 - 303   2005.3

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  • Study of deposition of gas sensing films on quartz crystal microbalance using an ultrasonic atomizer

    S Munoz-Aguirre, T Nakamoto, T Moriizumi

    SENSORS AND ACTUATORS B-CHEMICAL   105 ( 2 )   144 - 149   2005.3

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  • Higher order sensing using QCM sensor array and preconcentrator with variable temperature

    T Nakamoto, K Sukegawa, E Sumitomo

    IEEE SENSORS JOURNAL   5 ( 1 )   68 - 74   2005.2

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  • Study of odor recorder for dynamical change of odor

    Takamichi Nakamoto

    Chemical Senses   30   i254 - i255   2005.1

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  • においをつくり再生する

    中本

    光アライアンス   ( 7 )   21 - 26   2005

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  • Odor Recorder Using Odor Sensing System

    NAKAMOTO Takamichi

    J. Surf. Sci. Soc. Jpn.   26 ( 10 )   629 - 634   2005

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    An odor recorder for recording recipe of smell as well as reproducing it has been developed. It includes an array of sensors with partially overlapping specificities, odor blender and its recipe modification algorithm implemented in a computer. In the odor recorder, the recipe of the blended odor is iteratively modified so that the output pattern of the blended odor can agree with that of the target odor. The real-time reference method was developed to suppress the influence of the environmental change and to record the dynamical change of the odor. The target and blended odors are alternately supplied to the sensors and the recipe of the blended odor is adjusted so that the difference of the sensor responses between the two can be minimized. The dynamical change of the recipe of the four component odors in the apple flavor was successfully recorded without the influence of the environmental disturbance such as temperature and humidity changes.

    DOI: 10.1380/jsssj.26.629

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  • Record of dynamic changes of odors using an odor recorder

    T Nakamoto

    SENSORS AND MATERIALS   17 ( 7 )   365 - 383   2005

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  • Reproduction of Visual and Olfactory Information Using Odor Sensor

    NIMSUK Nitikarn, NAKAMOTO Takamichi

    Technical report of IEICE. HIP   104 ( 526 )   37 - 42   2004.12

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    In this paper, we present the methods to record and reproduce odors together with movies using odor recorder. We propose the method of recording odors using QCM sensor array with its ouput pattern recognized by a LVQ (Learning Vector Quantization) neural network. The visual and olfactory informations of several deodorizers were recorded using this system. Then, the usefulness of this system was evaluated by presenting the reproduced information to many subjects.

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  • Asia-Pacific Conference of Transducers and Micro-Nano Technology 2004 報告

    中本 高道

    電気学会論文誌. E, センサ・マイクロマシン準部門誌 = The transactions of the Institute of Electrical Engineers of Japan. A publication of Sensors and Micromachines Society   124 ( 11 )   440 - 440   2004.11

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  • Odor Recorder using Mass Spectrometer

    HIROTA Youhei, NAKAMOTO Takamichi

    Technical report of IEICE. OME   104 ( 300 )   39 - 44   2004.9

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    In this study, we made the mixtures by blending eleven essential oil as target samples. We estimated the recipe of the target sample using a mass spectrometer and non-negative least squares method. We also calculated the recipe when the detector output at each m/z was weighted. As a result, the introduction of the weight enhanced the accuracy of the recipe estimation in case that the component samples were eleven kinds of citrus essential oils with similar mass spectrograms.

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  • Discrimination of halitosis substance using QCM sensor array and a preconcentrator

    J Ito, T Nakamoto, H Uematsu

    SENSORS AND ACTUATORS B-CHEMICAL   99 ( 2-3 )   431 - 436   2004.5

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  • Improvement of odor-recorder capability for recording dynamical change in odor

    T Yamanaka, K Yoshikawa, T Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   99 ( 2-3 )   367 - 372   2004.5

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  • C-12-19 Study of learning circuit for odor recognition chip

    Shibata Yoshihiko, Ohara Shuichiro, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2004 ( 2 )   121 - 121   2004.3

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  • C-13-9 Study of preconcentrator suitable for halitosis substance sensing under humidity-rich environment

    Ito Junji, Nakamoto Takamichi, Uematu Hiroshi

    Proceedings of the IEICE General Conference   2004 ( 2 )   150 - 150   2004.3

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  • A-16-41 Concurrent Reproduction of Visual and Olfactory Information using Odor Sensor

    Yamanaka Takao, Nimsuk Nitikarn, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   2004   350 - 350   2004.3

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  • The Second IEEE International Conference on Sensors 報告

    中本 高道

    電気学会論文誌. E, センサ・マイクロマシン準部門誌 = The transactions of the Institute of Electrical Engineers of Japan. A publication of Sensors and Micromachines Society   124 ( 3 )   98 - 98   2004.3

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  • A-16-40 System of smell reproduction through Internet

    Wadatsumi Junji, Yamanaka Takao, Yoshikawa Kenjiro, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   349 - 349   2004

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  • 匂いレシピの記録と再生を行うシステム

    中本高道

    化学センサ   20 ( 1 )   2 - 9   2004

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  • 匂いセンサ及び匂いの記録再生システム

    中本高道

    日本バーチャルリアリティ学会誌   9 ( 3 )   18 - 22   2004

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  • ??????????????????? Reviewed

    Yukinobu Tanaka, Masahiro Yoshioka, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   124 ( 9 )   321 - 326   2004

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  • 嗅覚ディスプレイ及び匂いレシピの記録再生

    中本

    日本味と匂学会誌   11 ( 3 )   249 - 256   2004

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    視覚や聴覚は容易にコンピュータで扱えるようになり、我々は日常的に画像ファイルをコンピュータで閲覧したり、ホームページに掲載された音声付動画像ファイルを閲覧することができるようになった。それに対して、香りをマルチメディアの中に取り込む試みは最近行われるようになってきた。嗅覚刺激を人に与える方法としては、従来は大型のオルファクトメータが人に匂い刺激を与える方法として使われてきたが、最近小型で電子制御可能な装置が研究されている。人工現実感の世界では、このような嗅覚刺激提示装置を嗅覚ディスプレイと呼ぶ。本稿では、上記嗅覚ディスプレイの研究及び匂いセンサを用いた匂いレシピの記録方法について、最近の研究動向を紹介する。

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  • Study of bad smell sensing using gas detection tube

    TANAKA Yukinobu, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Technical report of IEICE. OME   103 ( 279 )   69 - 74   2003.8

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    Although GC/MS (Gas Chromatograph/Mass Spectrum) method is often used to analyze gases, a rapid and low-cost method is required. Since a gas detection tube is well known as a simple measurement method, we focused on it to perform bad-smell sensing for monitoring living environment. We developed a simple system for automatically and continuously measuring color change of the gas detection tube. It is originally a disposable one for manually measuring the gas concentration only once at a certain time. The developed system enables the real-time measurement of the gas concentration change and the reduction of the read-out error. In the present study, we proposed the method for eliminating the influence of the noise to determine the boundary of the color-change region. The measurements of methyl mercaptan and hydrogen sulfide were reproducibly performed under the humidity-rich environment using the proposed method.

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  • Fundamental study of odor recorder for multicomponent odor using recipe exploration method based on singular value decomposition

    T Yamanaka, R Matsumoto, T Nakamoto

    IEEE SENSORS JOURNAL   3 ( 4 )   468 - 474   2003.8

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  • Discrimination of oral-malodor substance by using QCM sensor array and preconcentrator.

    I. Junji, N. Takamichi, H. Uematsu

    JOURNAL OF DENTAL RESEARCH   82   B174 - B174   2003.6

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  • Odor recorder for multi-component odor using two-level quantization method

    T Yamanaka, R Matsumoto, T Nakamoto

    SENSORS AND ACTUATORS B-CHEMICAL   89 ( 1-2 )   120 - 125   2003.3

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  • Real-time reference method in odor blender under environmental change

    T.Yamanaka, T.Nakamoto

    Sensors and Actuators B   93   51   2003

  • Study of reproducing citrus flavors using odor recorder

    B.Wyszynski T.Yamanaka, T.Nakamoto

    Proceedings of the 20th Sensor Symposium   181   2003

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  • 匂いセンサを用いた匂いの記録・再生システムの研究

    中本 山中

    アロマリサーチ   4   22   2003

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  • Improvement of odor-recorder capability for dynamical change of odor

    T Yamanaka, K Yoshikawa, T Nakamoto

    PROCEEDINGS OF THE IEEE SENSORS 2003, VOLS 1 AND 2   590 - 595   2003

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  • Study of odor recorder using Mass Spectrometry

    Tomohiro Miura, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   123 ( 11 )   513 - 518   2003

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  • Study of reproducing citrus flavors using odor recorder

    B.Wyszynski T.Yamanaka, T.Nakamoto

    Proceedings of the 20th Sensor Symposium   181   2003

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  • ロバスト匂いセンシング技術の現状 -濃縮管を用いた感度自動調節機構の実現-

    中本高道

    検査技術   8 ( 8 )   52 - 58   2003

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  • 人工ニューラルネットワークと匂いセンサへの応用

    中本高道

    味と匂学会誌   10   111 - 109   2003

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  • Study of odor recorder for recording recipe of orange flavor

    T Yamanaka, B Wyszynski, T Nakamoto

    BOSTON TRANSDUCERS'03: DIGEST OF TECHNICAL PAPERS, VOLS 1 AND 2   1140 - 1143   2003

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  • Odor approximation of fruit flavors using a QCM odor sensing system

    S Munoz-Aguirre, A Yoshino, T Nakamoto, T Moriizumi

    BOSTON TRANSDUCERS'03: DIGEST OF TECHNICAL PAPERS, VOLS 1 AND 2   1367 - 1370   2003

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  • 匂いセンサを用いた匂いレシピの記録及び再生技術の研究

    中本 山中

    計測自動制御学会誌   42   679   2003

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  • OE4-3 Odor-recorder technology using odor sensing system

    Nakamoto Takamichi, Moriizumi Toyosaka

    2002   91 - 92   2002.9

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  • Odor Recorder for Multi-component Odor using Recipe Exploration Method based on Singular Value Decomposition

    YAMANAKA Takao, MATSUMOTO Ryosuke, NAKAMOTO Takamichi

    Technical report of IEICE. OME   102 ( 255 )   7 - 12   2002.7

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    The new method for the odor recorder, electronically recording the recipe of odors or scents made up of many components, was proposed. Although the apple flavors have been recorded with the mixture of five components using the odor recorder in previous work, the number of odor components should be increased to expand the applicable range of odors. Since the collinearity problem of the odor sensor array became apparent with the increase of the components, the new method based on the variable transformation using SVD (Singular Value Decomposition) was developed in this paper to extract the effective subspace of the sensor outputs for the recipe exploration. As a result, the sensor-array response pattern of the reproduced odor with the 8-component recipe almost agreed with that of the target apple flavor. Furthermore, the human sensory tests revealed that the smell of the approximated odor was identical to that of the target flavor.

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  • Study on QCM Gas Sensor for Plume Tracking Robot

    TANAKA Hidenao, ISHIDA Hiroshi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Technical report of IEICE. OME   102 ( 255 )   1 - 6   2002.7

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    Fast response of QCM gas sensors is an attractive property for the development of high-speed plume-tracking robots. However, the instability of their baselines and the mechanical fragility have limited the practical use of the QCM sensors. This article reports on a gas sensor unit developed through the careful investigations on these problems. The unit consists of a QCM gas sensor covered with a protective stainless steel mesh and a humidity sensor to compensate the baseline drift of the gas sensor. Experimental results are presented to show the baseline compensation, the effect of the protective mesh on the QCM response characteristics, and the usefulness of the sensor unit in robotic applications.

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  • Analysis of QCM Gas Sensor Transient Response by Visualizing Gas Concentration

    TSUJITA Wataru, NAKAMOTO Takamichi, ISHIDA Hiroshi, MORIIZUMI Toyosaka

    IEICE transactions on electronics   85 ( 4 )   1047 - 1047   2002.4

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  • Controlling a gas/odor plume-tracking robot based on transient responses of gas sensors

    H.Ishida G.Nakayama, T.Nakamoto, T.Moriizumi

    Proceedings of Sensor Conference   2002

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  • 匂いセンシングシステム

    中本高道

    食品機械と装置   ( 6 )   56   2002

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  • 匂いセンサを用いた匂い情報の記録・再生技術

    中本 森泉

    情報科学技術フォーラム   90 - 91   2002

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  • Odor recorder for multi-component odor using two-level quantization method

    YAMANAKA T.

    IEEJ Tech. Digest of 19th Sensor Symposium, 2002   283   2002

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  • Odor-recorder for multi-component odor using two-level quantization method

    T.Yamanaka, R.Matsumoto, T.Nakamoto

    Proceedings of Sensor Symposium   283   2002

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  • Controlling a gas/odor plume-tracking robot based on transient responses of gas sensors

    ISHIDA H.

    Proc. IEEE Sensors, Orlando, USA, Jun. 2002   2002

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  • Recipe-determination algorithms of odor recorder for multi-component odor

    T.Nakamoto, T.Yamanaka, R.Matsumoto

    Abstract of ISOEN02   2002

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  • 匂い情報の記録・再生及び通信システムへの展望

    中本 森泉

    日本人工現実感学会   7 ( 1 )   11 - 15   2002

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  • Study of odor sensing system with auto-sensitivity control

    T.Nakamoto, E.Sumitomo

    Abstract of ISOEN02   2002

  • Study of the discrimination properties of QCM odor sensing system for various fruit flavors

    MUNOZ Severino, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Technical report of IEICE. OME   101 ( 253 )   19 - 24   2001.8

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    Fruit flavors, especially apple flavor, and those chemical components were studied using an array of QCM sensors coated with sensing films such as lipids or stationary phase materials for gas chromatography(GC). The steady state sensor responses were measured by a static measurement system and evaluated by the principal component analysis method. The array showed good discrimination properties for fruit flavor components providing useful information when looking for the components with larger contributions to the odor of apple flavor. The array was also used for an attempt to synthesize apple flavor using only three of its odor components.

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  • 能動型匂いセンシングを用いた匂いレシピの記録再生

    中本高道

    電気学会論文誌   121   625 - 625   2001

  • Odor recorder based on active odor sensing system using delta-sigma modulation method

    YAMANAKA T.

    IEEJ Tech. Digest of 18th Sensor Symposium, 2001   423   2001

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  • Odor recorder for multi-component odor using active sensing system

    T.Yamanaka, R.Matsumoto, T.Nakamoto, T.Moriizumi

    Proceedings of 5th East Asian Conference on Chemical Sensors   53   2001

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  • 匂いをたどる

    中本高道

    日本機械学会誌   104   362   2001

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  • Odor recorder for multi-component odor using active sensing system

    T.Yamanaka, R.Matsumoto, T.Nakamoto, T.Moriizumi

    Proceedings of 5th East Asian Conference on Chemical Sensors   53   2001

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  • 匂いセンサを利用した匂いの記録・再生システム

    中本高道

    ブレインテクノニュース   85   15 - 15   2001

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  • 匂いセンサ

    中本高道

    FFI Journal   193   17   2001

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  • Olfactory display using solenoid valves controlled by delta-sigma modulation

    T Nakamoto, T Yamanaka, R Matsumoto

    MFI2001: INTERNATIONAL CONFERENCE ON MULTISENSOR FUSION AND INTEGRATION FOR INTELLIGENT SYSTEMS   13 - 18   2001

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  • Improvement of olfactory video camera - Gas/odor flow visualization system

    T Tokuhiro, H Ishida, T Nakamoto, T Moriizumi

    TRANSDUCERS '01: EUROSENSORS XV, DIGEST OF TECHNICAL PAPERS, VOLS 1 AND 2   1676 - 1679   2001

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  • Odor recorder based on active odor sensing system using delta-sigma modulation method

    T.Yamanaka, R.Matsumoto, T.Nakamoto

    Technical Digest of the 18th Sensor Symposium   423   2001

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  • Fundamental Study of Odor Sensing Using VHF Quartz Crystal Microbalance

    SUZUKI Yohko, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    2000 ( 62 )   41 - 46   2000.12

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  • Study of improving discrimination capability in odor sensing system using preconcentrator with variable temperature

    ISHIGE Takaharu, NAKAMOTO Takamichi

    2000 ( 62 )   35 - 40   2000.12

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  • Study of odor recognition chip

    Nakamoto Takamichi

    Proceedings of the Society Conference of IEICE   2000 ( 2 )   225 - 226   2000.9

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  • Study of flow odor sensing system using direct-heating preconcentrator

    SUMITOMO Eiji, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Technical report of IEICE. OME   100 ( 252 )   77 - 82   2000.8

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    The discrimination of odors is possible for a flow odor sensing system using a QCM gas sensor array. Though increase in odor concentration and removal of the water are possible on a preconcentrator, in the transient response analysis it is difficult to catch the features from the waveform because of increase in time constant. In using a direct-heating preconcentrator, a heat capacity is small and the rapid heating can be realized. Consequently the steep response is obtained and it was confirmed that the discrimination of various odors was possible. Further improvement of the sensing robustness can be achieved. when this technique is used.

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  • Study of odor recorder using active odor sensing system

    HIRAMATSU Hatsumi, NAKAHIRA Yoshihiko, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    IEICE technical report. Component parts and materials   100 ( 141 )   17 - 22   2000.6

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    An active gas/odor sensing method was previously proposed to measure the mixture composition of an aroma If the recipe obtained from the active gas/odor sensing system is stored in a computer. it is expected that the smell can be reproduced by the blender using that recipe. In the present study. we carried out recording and playback of the apple odor. It was found that the recipes of the typical apple flavor. the flavor with enhanced green note and the flavor without the component of the fruity sarcocarp sensation were successfully obtained. The aroma with obtained recipe was compared with the original smell by panelists.

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  • Study of digital learning LSI circuit for odor sensing system using 1-bit data stream signal processing circuit

    S.Kawamura, K.Matsuyama, T.Nakamoto, T.Moriizumi

    Technical Digest of the 17th Sensor Symposium   321   2000

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  • 匂いセンサ用感応膜の研究

    中本高道, 中村賢一, 森泉豊栄

    フレーグランスジャーナル   28 ( 8 )   69 - 80   2000

  • Study of Multi-channel High-sampling-rate Frequency Shift Measuring Circuit for QCM Odor Sensors

    Segawa Nobuo, Tokuhiro Takahumi, Hirayama Tomohisa, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the Society Conference of IEICE   12   125 - 125   2000

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  • Evaluation of relationship between odorant molecular structures and responses of QCM odor sensors

    K.Nakamura, T.Nakamoto, T.Moriizumi

    Technical Digest of the 17th Sensor Symposium   307   2000

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  • Evaluation of relationship between odorant molecular structures and responses of QCM odor sensors

    K.Nakamura, T.Nakamoto, T.Moriizumi

    Technical Digest of the 17th Sensor Symposium   307   2000

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  • Study of LSI circuit for learning and odor recognition using 1bit data stream signal processing method

    Satoshi Kawamura, Takamichi Nakamoto, Toyosaka Moriizumi

    IEEJ Transactions on Sensors and Micromachines   120-E ( 5 )   204 - 210   2000

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    DOI: 10.1541/ieejsmas.120.204

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  • Study of digital learning LSI circuit for odor sensing system using 1-bit data stream signal processing circuit

    S.Kawamura, K.Matsuyama, T.Nakamoto, T.Moriizumi

    Technical Digest of the 17th Sensor Symposium   321   2000

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  • Prediction of quartz crystal microbalance gas sensor responses using a computational chemistry method

    K Nakamura, T Nakamoto, T Moriizumi

    SENSORS AND ACTUATORS B-CHEMICAL   61 ( 1-3 )   6 - 11   1999.12

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  • Study of odor recording, reproducing system using odor active sensing

    NAKAHIRA Yoshihiko, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1999 ( 43 )   31 - 36   1999.11

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  • Classification and evaluation of sensing films for QCM odor sensors by measurement of steady state sensor responses

    NAKAMURA Kenichi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1999 ( 22 )   25 - 30   1999.8

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  • Study of Odor Sensing System with Plastic Property Using Temperature-variable Preconcentrator

    ISHIGE T., ISAKA Y., NAKAMOTO T., MORIIZUMI T.

    Technical report of IEICE. OME   99 ( 159 )   25 - 30   1999.6

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    Plastic property for autonomously raising discrimination capability was realized in odor sensing system using a QCM gas sensor array and a preconectrator with variable temperature. The capability of the discrimination was successfully raised after the temperature profile of the preconcentrator was optimized according to the target odors. It is expected that the discrimination capability can be easily maintained or raised using the sensing system with plastic property.

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  • Study of gas/odor flow visualization system using array of miniaturized QCM gas sensors

    TOKUHIRO T., ISHIDA H., TAKAMOTO T., MORIIZUMI T.

    Technical report of IEICE. OME   99 ( 79 )   53 - 58   1999.5

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    New type of gas/odor flow visualization system has been developed. An animated gas/odor flow can be easily obtained using a 5×5 homogeneous QCM gas sensor array. When we used pulse drive semiconductor gas sensors in the previous study, the recovery time was too slow to extract the flow direction from the image. Then, miniaturized QCM gas sensors with internally installed oscillators were used. Since they have fast recovery time enough to detect instantaneous gas concentration change, clearer image was expected to be obtained. The odor flow of triethylamine with small could be successfully visualized almost every time in the wind tunnel in the present study. Moreover, the gas flow direction obtained by an image processing algorithm almost agreed with true one.

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  • Three-dimensional odor compass

    H Ishida, A Kobayashi, T Nakamoto, T Moriizumi

    IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION   15 ( 2 )   251 - 257   1999.4

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  • Odor Sensing System

    NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    The Transactions of the Institute of Electronics,Information and Communication Engineers. C-(0xF9C2)   82 ( 4 )   146 - 154   1999.4

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  • Analysis of transient responses of odor sensors measured with high sampling rate

    Aoyagi Kouta, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the IEICE General Conference   1999 ( 2 )   190 - 190   1999.3

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  • においセンサー (味とにおいの分子認識) -- (においの分子認識)

    中本 高道, 森泉 豊栄

    季刊化学総説   ( 40 )   215 - 222   1999.2

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  • T Olfactory video camera : Gas/odor flow visualization system using an array of minitualized QCM gas sensors

    Nakamoto, T. Tokuhiro, H. Ishida, T. Moriizumi

    Latenews of Transducers99   1999

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  • Study of digital learning circuit for odor sensing system using 1-bit data signal processing circuit

    T.Nakamoto, S.Kawamura, T.Moriizumi

    Proceedings of IJCNN99   526   1999

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  • Study of digital learning circuit for odor sensing system using 1-bit data signal processing circuit

    T.Nakamoto, S.Kawamura, T.Moriizumi

    Proceedings of IJCNN99   526   1999

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  • 匂いセンシングシステム

    中本 森泉

    電子情報通信学会   J82-C-I   156   1999

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  • T Olfactory video camera : Gas/odor flow visualization system using an array of minitualized QCM gas sensors

    Nakamoto, T. Tokuhiro, H. Ishida, T. Moriizumi

    Latenews of Transducers99   1999

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  • Prediction of QCM odor sensor responses using a computational chemistry method (2)

    NAKAMURA Kenichi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1998 ( 48 )   103 - 108   1998.11

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  • Study of circuit for learning and odor recognition using 1bit-stream data processing method

    KAWAMURA Satoshi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1998 ( 12 )   5 - 10   1998.11

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  • Transient Response of QCM gas/odor sensor with LB Film

    Munoz Severino, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the Society Conference of IEICE   1998 ( 2 )   160 - 160   1998.9

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  • Study of real-time quantification method by active odor sensing system using learning method of feedback error propagation

    NAKAMOTO Takamichi, NISHITANI Takashi, MORIIZUMI Toyosaka

    1998 ( 37 )   47 - 52   1998.9

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  • Transient response of gas/odor sensors with LB films

    MUNOZ S., NAKAMOTO T., MORIIZUMI T.

    1998 ( 37 )   29 - 34   1998.9

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  • Study of Sensing Films in Odor Sensing System (2) : Sensing Film Characterization of Mixed Liquid Films

    IDE Junichi, NAKAMURA Yukihiko, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1998 ( 37 )   35 - 40   1998.9

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  • Study of odor sensing system using preconcentrator

    AOYAGI Kouta, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1998 ( 28 )   19 - 24   1998.7

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  • Study of gas/odor flow visualization system using array of pulse drive semiconductor gas sensors

    ISHIDA H., KUSHIDA N., YAMANAKA T., NAKAMOTO T., MORIIZUMI T.

    Technical report of IEICE. OME   98 ( 155 )   47 - 52   1998.6

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    A new method to find a gas/odor source is proposed. A portable gas sensor array is fabricated by arranging 5x5 pulse drive semiconductor gas sensors, and is used for visualizing the flow of a target gas. The gas source can be located by tracking the measured flow direction. The redundant information from the sensor array makes the system more reliable compared with the case of a few sensors, especially under the environment with large wind turbulence and/or a quite slow wind field. The performance of the gas flow visualization has been tested in a wind tunnel, and the soundness of the basic idea is demonstrated.

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  • Automatic sequential measurement of odor samples in static odor sensing system

    Waniishi Takashi, Nakamura Ken'ichi, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the IEICE General Conference   1998 ( 2 )   223 - 223   1998.3

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  • Prediction of QCM gas sensor response using GCMC method

    Nakamura Kenichi, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the IEICE General Conference   1998 ( 2 )   224 - 224   1998.3

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  • Study of circuit for least aquares estimator using 1 bit-stream data processing method

    Sibasaki Mitsuo, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the IEICE General Conference   1998   39 - 39   1998.3

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  • Study of circuit for measurement and odor recognition using 1bit-stream data processing method

    Kubo Yasushi, Nakamoto Takamichi, Moriizumi Toyosaka

    Proceedings of the IEICE General Conference   1998   40 - 40   1998.3

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  • Odor-Source Localization Robot Mimicking Animal Behavior

    ISHIDA Hiroshi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1998 ( 1 )   35 - 40   1998.1

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  • Study of sensing film of lipid blended with PVC for odor sensing system

    IDE Junichi, NAKAMURA Yukihiko, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    The Japanese journal of taste and smell research   4 ( 3 )   641 - 644   1997.12

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  • Remote Sensing of Odor Source by Mobile System

    ISHIDA Hiroshi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1997 ( 41 )   63 - 68   1997.11

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  • Characterization of sensing film for QCM odor sensors

    NAKAMURA Kenichi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1997 ( 34 )   27 - 31   1997.9

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  • 東京工業大学電気電子工学科 森泉・中本研究室 -匂いセンシングシステム

    中本 高道, 森泉 豊栄

    電気学会論文誌. E, センサ・マイクロマシン準部門誌 = The transactions of the Institute of Electrical Engineers of Japan. A publication of Sensors and Micromachines Society   117 ( 7 )   392 - 392   1997.7

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  • High Rotative-Speed 3-D Odor Compass

    KOBAYASHI A., ISHIDA H., NAKAMOTO T., MORIIZUMI T.

    Technical report of IEICE. OME   97 ( 144 )   39 - 44   1997.6

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    The 3-D odor compass for navigating a human to an odor source is proposed. The compass is equipped with four semiconductor gas sensors and a small fan to draw air to the sensors. The transient sensor-response model for the 2-D compass is extended to that for the 3-D compass, and the direction toward the source is estimated as the one where the estimated sensor responses are balanced. The measurement time has been reduced to be a practical level whereas it was not sufficient before the model introduction. Moreover, the 3-D compass has been found effective in practical enviornments where the wind blows three-dimensionally and/or where the odor distribution is modified by an obstacle.

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  • Response waveform analysis of flow type odor sensing system

    IGUCHI Akihiko, SAITOH Atsushi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Technical report of IEICE. OME   97 ( 47 )   19 - 24   1997.5

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    A flow-type odor sensing system is used for measuring transient responses of QCM sensors. Although, we have discriminated odors using only maximum frequency shifts. transient waveforms might have useful information. In the present study, we have modeled flow-type system and derived the equation to express the sensor output. We determine the model parameters for several samples and the significance of the parameters are analyzed using principal component analysis. As a result, the pattern separation by this model becomes better than that by our previous one. Moreover, the robustness of model is confirmed when the gaussian noise is intentionally added to the data.

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  • 能動型匂いセンシングシステム

    中本高道

    フレグランスジャーナル(雑誌)   6 ( 6 )   49 - 49   1997

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  • 水晶振動子匂いセンサ用感応膜の選択

    井手 純一, 中村 賢一, 中本 高道, 森泉 豊栄

    日本味と匂学会誌 = The Japanese journal of taste and smell research   3 ( 3 )   S317 - S320   1996.12

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  • Study of High Rotative-Speed Odor Compass

    ISHIDA Hiroshi, KOBAYASHI Akito, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    1996 ( 11 )   137 - 146   1996.11

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  • Measurement of Mixed Fragrance by Using Artificial Odor Recognition System

    HOSHIKA Masato, FUKUDA Hiraku, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    Proceedings of the Society Conference of IEICE   1996   24 - 24   1996.9

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  • Realization of high speed odor-source localization system by processing sensor signal using Kalman filter

    YAMANAKA T., ISHIDA H., NAKAMOTO T., MORIIZUMI T.

    IEICE technical report. Component parts and materials   96 ( 121 )   1 - 6   1996.6

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    The performance of the odor-source localization system has been improved. Since its working speed was limited to 1 cm/s by the slow response of its gas sensors, the response speed is raised by estimating the real rapid change of the odor concentration from the dull sensor response by applying Kalman filtering theory. Moreover, the calibration method to match the sensitivities of the plural gas sensors is refined considering their nonlinearity. As a result, the moving speed of the system has been improved to be 3 cm/s, and the time required to reach the odor source has been reduced to be one third of that in the previous paper.

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  • Evaluation of Gas Adsorption Characteristics of Teflon Using a QCM

    ASARI Yukihiro, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    The transactions of the Institute of Electronics, Information and Communication Engineers   79 ( 3 )   133 - 134   1996.3

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  • Learning circuit using 1bit-stream data processing method

    Morohashi Akihiro, Nakamoto Takamichi

    Proceedings of the IEICE General Conference   1996 ( 1 )   42 - 42   1996.3

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  • 能動型においセンシングシステム

    中本高道

    化学センサ   12 ( 1 )   2 - 2   1996

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  • 匂いセンシング用水晶振動子ガスセンサ感応膜の分類及び吸着特性評価の研究

    中本高道

    電気学会   116-E   213   1996

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  • 匂い認識技術の最近の研究状況

    中本高道

    電子情報通信学会誌   79   1028   1996

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  • SENSING FILM CHARACTERIZATION FOR QCM ARRAY IN AN ODOR SENSING SYSTEM

    IDE Junichi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    IEICE technical report. Component parts and materials   95 ( 138 )   19 - 24   1995.7

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    Since odor sensing system is required in many fields, we have developed the system using QCM (Quartz Crystal Microbalance) array and neural-network pattern recognition. Moreover, the system for measuring many samples by an automatic sampling stage has been developed. In the present study, the characterization of the sensing films deposited on QCMs was performed. Responses of 37 kinds of films exposed to 14 sorts of organic vapors were studied to classify sensing films and investigate sensor response models. As the results of the research, it was found that the similarities among films were obtained using principal compnent analysis, and the frequency shifts could be estimated using multiple regression analysis.

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  • The study of QCM sensors with lipid film by electrodeposition and protein - immobilized film

    XU H., MATSUDA T., SAITOH A., NAKAMOTO T., MORIIZUMI T.

    IEICE technical report. Component parts and materials   95 ( 138 )   13 - 18   1995.7

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    Although chemical sensors using Quartz Crystal Microbalance (QCM)s have been studied many researchers studied them almost in gas phase. In this paper, we studied a QCM sensor in liquid phase. We used electrodepositon method for obtaining a stable sensing film in liquid phase, and formed phosphorous lipid film or film mixed with protein and phosphorous lipid material on an electrode of the QCM. We measured sensor response to several kind of organic solvents in aqueous phase. Moreover, a thiol compound was also used for immobilizing protein on a gold electrode of QCM and sensor response for several odor sample was measured. Those results showed that the sensor with protein had different property from one with pure phosphorous lipid. It is useful to use protein as a sensing film so that a variety of sensing film characteristic can be obtained.

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  • Study of odor-source localization system mimicking behavior of a silkworm moth

    ISHIDA H., HAYASHI K., NAKAMOTO T., MORIIZUMI T., KANZAKI R.

    Technical report of IEICE. OME   95 ( 50 )   35 - 40   1995.5

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    A new odor-source localization method mimicking the behavior of a silkworm moth is proposed. A male silkworm moth exposed to the sex-attractant pheromone goes toward its source and shows characteristic behavior such as zigzag walking and wing vibration. Through the observation of his behavior, we confirmed that he draws air from the front to his antennae by wing vibration to enhance the directivity of the odor stimulus. An artificial system with this mechanism was realized by a mobile stage with a semiconductor gas sensor and a small fan instead of moth's antennae and wings. An ethanol source in a wind tunnel was successfully localized using this system.

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  • LVO circuit using oversampling A/D converter and field memory

    TOTSUGI Kunihito, ASARI Masshiro, NAKAMOTO Takamichi

    Proceedings of the IEICE General Conference   1995 ( 1 )   50 - 50   1995.3

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  • Development of odour-sensing system using a quartz-resonator sensor array

    IDE Junichi, NAKAMOTO Takamichi, MORIIZUMI Toyosaka

    The Journal of the Acoustical Society of Japan   51 ( 1 )   66 - 70   1995.1

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  • The study of QCM sensors with lipid film by electrodeposition and protein-immobilized film.

    XU H, 松田達也, 斎藤敦史, 中本高道, 森泉豊栄

    電子情報通信学会技術研究報告   95 ( 138(CPM95 19-27) )   1995

  • A dosorption Property of Odor Gass for QCM Sensor with LB Film

    Asari Yukihiro, Murota Takaaki, Saitoh Atusi, Gotoh Yohko, Nakamoto Takamichi, Moriizumi Toyosaka

    IEICE technical report. Component parts and materials   94 ( 153 )   19 - 24   1994.7

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    In this.report,we compared sensor response for several sensors that was deposited different film number by LB method,in particular,of some sensors with odd and even number sensing films. We make use of arachidic acid for sensing film,and butyl-acetate, hexanol for odorant-solvent.We confirmed that some odd number sensors have same sensity property,and as well as about some eren number sensors,and that for comparing odd number sensors and even number sensors,even number sensors have greater sensitivity than odd number sensors.Because of in-dependence on film number,we found that odor moleculs adsorption on only surface of sensing film.

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  • 東京工業大学工学部電気電子工学科 森泉・中本研究室

    森泉 豊栄, 中本 高道

    日本味と匂学会誌 = The Japanese journal of taste and smell research   1 ( 1 )   47 - 47   1994.6

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  • Resolution of optical isomers using quartz-resonator sensors

    Ide Junichi, Ito Michitaka, Nakamoto Takamichi, Moriizumi Toyosaka

    Technical report of IEICE. OME   93 ( 406 )   43 - 48   1994.1

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    The present authors previously reported that odors could be discriminated by a sensing system using a quartz-resonator sensor array and neural-network pattern recognition.They have developed recently the system for measuring many samples by an automatic sampling stage.In the present study,the discrimination of optical isomers with similar aromas has been performed using quartz- resonator gas sensor.First,it has been found that the difference between the sensor outputs of optical isomers is negligibly small when phosphous lipid membrane is used as coating membrane.Then, typical chiral compound such as cyclodextrin is used as membrane, and the successful result was obtained.

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  • Sensing System for evaluating odor sensory quantity (Special Features on Simulation for Sensibility)

    NAKAMOTO Takamichi, SAKURABA Yuuichi, IDE Jun-ichi, MORIIZUMI Toyosaka

    Journal of the Japan Society for Simulation Technology   13 ( 1 )   4 - 9   1994

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    Odor sensing system is required in many fields such as food, drink, cosmetics and environmental testing etc. since there has been no objective evaluation method instead of traditional human sensory test. In the present study, sensing system, by which human sensory test can be replaced, was studied for predicting odor sensory quantities. It is composed of vapor supply system using auto-sampling stage, sensors, electronic portion and neural network. Neural network can be used for mapping sensor data space onto sensory quanity space after training. The experiment was performed so that odor similatities could be extracted from the data of a quartz-resonator sensor array by FLVQ (Fuzzy Learning Vector Quantization, a neural network model proposed by the authors). It was found that the odor similarities among various kinds of flavors such as bergamot and petitgrain etc. could be estimated using that system.

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  • Relation between depsited condition of sensing film and sensor output in QCM oder sensor.

    室田孝昭, 斉藤敦史, 後藤洋子, 浅利征宏, 中本高道, 森泉豊栄

    電子情報通信学会大会講演論文集   1994 ( Shunki Pt 1 )   1994

  • ニューラルネットワークによる匂い認識

    中本高道

    匂いの応用工学   159 - 165   1994

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  • Study of Circuit for Measuring Q and Resonant Frequency Variations of Quartz-resonator Gas Sensor

    Kobayashi Takeharu, Nakamoto Takamichi, Moriizumi Toyosaka

    IEICE technical report. Ultrasonics   93 ( 65 )   1 - 8   1993.5

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    A quartz-resonator gas sensor has an output of frequency change due to mass loading.In addition to resonant frequency change,Q of the resonator also varies because of viscoelastic effect.However, it is impossible to measure Q variation by a conventional oscillation circuit.Here,the circuit based upon motional admittance method has been developed for measuring both Q and resonant frequency variations.The circuit behavior was quite different from that of the oscillation circuit in case of large Q variation,and it was confirmed that this circuit was useful.

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  • Multi-Channel SAW Chemical Sensor by Water Surface Partial Casting Method

    Saitou Atushi, Gotou Youko, Nomura Tooru, Yasuda Tsutomu, Nakamoto Takamiti, Moriizumi Toyosaka

    Technical report of IEICE. OME   93 ( 61 )   39 - 44   1993.5

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    Surface acoustic wave (SAW) devices can be used as vapor phase chemical sensors.If we make use of SAW devices with high frequency properties and multi-channel delay line structures,highly sensitive and multi gas sensors can be realized.However,it is generally difficult to deposit different gas sensitive films on the propagation paths of monolithic multi-channel SAW devices.This paper describes the new coating method by which several types of gas-sensitive molecular films can be coated on the paths.The method is called "water-surface partial casting method".It makes u se of the water surface segmented by a trapezoidal flame,and the molecular film spread in the flame is compressed by the vertical movement of the flame and deposited on the substrate placed on the flame top.Several bilayers of dialkyl polyion complex were coated on ST-cut quartz SAW resonators,and gas sensor characteristics to alcoholic vapor was successfully measured.It is suggested from the present experiments that the method can be applicable to fabrication of multi- channel SAW sensors with other kinds of molecular films.

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  • Application of Quartz-Resonator Gas Sensor Coated with a Mixed Lipid and Study of Increase in Quartz-Resonator Frequency

    Asari Yukihiro, Nakamoto Takamichi, Moriizumi Toyosaka

    Technical report of IEICE. OME   93 ( 61 )   63 - 68   1993.5

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    Mixed lipid was used as a coating film of a quartz-resonator gas sensor so that the capability of odor sensing system could be enhanced.It was found that the various sensor characteristic could be realized by changing lipid mixture composition.Moreover,the resonant frequency of a quartz resonator coated with the LB film was raised and its sensitivity increase was achieved.Since a sensor with thin membrane can be realized by use of LB technique and increase in resonant frequency,a quick sensor response can be expected.

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  • マイクロポア発振素子の化学センサ機能

    謝 世明, 中本 高道, 森泉 豊栄

    電気学会論文誌 C 電子・情報・システム部門誌   113 ( 4 )   p284 - 290   1993.4

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  • 微小孔脂質系の化学発振機構

    謝 世明, 中本 高道, 森泉 豊栄

    電気学会論文誌 C 電子・情報・システム部門誌   113 ( 2 )   p105 - 113   1993.2

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  • 人工膜における化学感覚のセンシング (生体の電気現象と計測<特集>)

    謝 世明, 中本 高道, 森泉 豊栄

    静電気学会誌   17 ( 1 )   p30 - 38   1993.1

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  • Selection Method of Sensing Membranes in Odor Sensing System

    T.Nakamoto, S.Sasaki, A.Fukuda, T.Moriizumi

    Sensors and Materials   4   111   1992

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  • アナログ逆伝搬学習回路

    中本 高木

    電子情報通信学会   J-75-DII   181   1992

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  • A sensing system for odor plumes Invited Reviewed

    Takamichi Nakamoto, Hiroshi Ishida, Toyosaka Moriizumi

    Analytical Chemistry   71 ( 15 )   531A - 537A   1991.8

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    Language:English   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)   Publisher:Americal Chemical Society  

    DOI: 10.1021/ac990586b

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  • 7209 Fire Alarm Using Plural Gas Sensors and Pattern Recognition of Their Outputs(URBAN PLANNING)

    NASU masaru

    Summaries of technical papers of Annual Meeting Architectural Institute of Japan. F, Urban planning, building economics and housing problems, history and theory of architecture   1991   417 - 418   1991.8

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  • 水晶発振子を用いた超微小吸着量測定技術

    中本 高道, 森泉 豊栄

    触媒   31 ( 4 )   p247 - 250   1989.6

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  • ニューラルネットワークを用いたにおいセンサ

    中本高道

    応用物理   58 ( 7 )   1045 - 1054   1989

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  • 圧電体/水/ガラス構造の超音波伝搬特性の解析(技術談話室)

    菊池 恒男, 中本 高道, 森泉 豊栄

    電子通信学会論文誌 A   68 ( 7 )   p696 - 697   1985.7

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  • Measurement of elastic anisotropy of solid using an interdigital transducer for underwater ultrasonic wave excitation

    Tooru Nomura, Takamichi Nakamoto, Showko Shiokawa, Toyosaka Moriizumi, Tsutomu Yasuda

    Japanese Journal of Applied Physics   22   63 - 65   1983

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  • A-9 Measurement on Elastic Anisotropy of a Solid using Interdigital Transducer for Water Ultrasonic Wave

    Nomura Tooru, Nakamoto Takamichi, Shiokawa Showko, Moriizumi Toyosaka, Yasuda Tsutomu

    Symposium on ultrasonic electronics   ( 3 )   17 - 18   1982.12

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    Language:Japanese   Publisher:Steering committee of symposium on ultrasonic electronics  

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  • 交差指電極水中トランスジューサ用圧電体の選択

    中本高道

    電子情報通信学会   65 ( 5 )   J65-A - 490   1982

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Presentations

  • Interference Separation Using Improved NMF for Odor Reproduction Analysis,

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  • Interference Separation Using Improved NMF for Odor Reproduction Analysis,

    Dani Prasetyawan, Lidong Huang, Takamichi Nakamoto

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    Event date: 2024.3

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  • Translation of binary odor descriptors to continuous odor ratings

    Manuel Alexandre, Takamichi Nakamto

    Senser Symposium 2023  2023.11 

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    Event date: 2023.11

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  • 匂いバイオセンサの応答モデルを用いた相対比較匂い濃度定量法,

    野本周平, Hongchao Deng, 祐川侑司, 光野秀文, 神崎亮平, 中本高道

    電気学会センサ・マイクロマシンと応用システムシンポジウム  2023.11 

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    Event date: 2023.11

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  • 実時間数値流体計算と嗅覚ディスプレイによる匂い方向感の再現

    宇田, 中本

    第28回バーチャルリアリティ学会大会  2023.9 

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    Event date: 2023.9

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  • 実時間数値流体計算を用いた嗅覚VRにおける人体の影響

    宇田, 中本

    第28回バーチャルリアリティ学会大会  2023.9 

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    Event date: 2023.9

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  • 多成分調合型嗅覚ディスプレイを用いた精油の香り提示プラットフォーム

    伊関方晶, Dani Pracetyawan, 中本高道

    日本味と匂学会 第57回大会 

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    Event date: 2023.9

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  • Odor Recorder Based on an Array of QCM Sensors Using Both Frequency Shifts and Resistance Changes

    Gong Naxim, Manuel Alexandre, Takamichi Nakamoto

    IEEJ Chemical sensor workshop  2022.6 

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    Event date: 2022.6

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  • 液滴射出型電磁弁とヒーターを用いた匂い発生装置の開発

    横式 康史, 伊藤 史織, Ha Nguyen, 中本 高道

    電気学会全国大会 

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    Event date: 2018

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  • (Invited)Human olfactory interface Invited

    T.Nakamoto

    NICT-NSF Collaborative workshop  2017.1 

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    Event date: 2017.1

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  • (invited)Robust odor sensing system Invited

    Takamichi Nakamoto

    ImPACT International Symposium on InSeCT 2016 

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    Event date: 2016.4

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  • Stabilization of SAW atomizer for a wearable olfactory display

    Kazuki Hashimoto, Takamichi Nakamoto

    2015 

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    Event date: 2015.10

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  • Odor Preconcentrator Using SAW Device and QCM in Liquid Phase for Odor Measurement

    Takamichi Nakamoto, Takayoshi Inuma

    MFI2015  2015 

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    Event date: 2015.9

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  • Nonlinear dimensionality reduction of mass spectrometry data for odor sensing

    Yuji Nozaki, Takamichi Nakamoto

    MFI2015  2015 

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    Event date: 2015.9

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  • Technologies for odor sensing and its presentation

    5th AIST International Workshop on Chemical Sensors  2008 

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  • 液滴霧化装置を用いた20成分調合型嗅覚ディスプレイの開発

    安田雄大, 中本高道

    電気学会全国大会  2020 

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  • Odor playback based on computational fluid dynamics simulation

    Proc. ICAT 2008 Demonstration  2008 

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  • Characterization of Quartz Crystal Microbalance with Viscous Sensing Film for Odor Sensing Application

    Sawit Na songkhla, Takamichi Nakamoto

    IEEJ annual meeting 2020  2020 

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  • 多成分嗅覚ディスプレイの性能向上

    電気学会全国大会  2008 

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  • イオン移動度スペクトロメトリーを用いた混合ガスの濃度定量法の検討

    望月 祐輔, 横式 康史, 中本 高道

    電気学会全国大会  2020 

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  • Study of odor recorder

    IEEJ Sensor Symp.  2008 

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  • 熱源障害物が匂い濃度分布に与える影響の数値流体シミュレーション

    首藤悠汰, 中本高道

    電気学会全国大会  2020 

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  • Demonstration of interactive teleolfaction with movie

    ACE (Advances in Computer Entertainment) 2008  2008 

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  • Highly sensitive QCM odor sensors functionalized with self-assemled lipid-derivatives and GC materials

    IEEE Sensors  2008 

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  • A bad-smell sensing system using gas detector tubes and built-in camera module

    2008 

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  • Technologies for odor sensing and its presentation

    5th AIST International Workshop on Chemical Sensors  2008 

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  • Langasite ball-SAW odor sensors

    2009 

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  • 嗅覚インタフェースとその応用

    日本VR学会香りと生体情報研究会  2009 

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  • Interactive Odor Playback Based on Fluid Dynamics Simulation

    2009 

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  • Odor Sensing Technology

    2009 

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  • Humidity Compensation by Neural Network for Bad-smell Sensing System Using Gas Detector Tube and Built-in Camera

    IEEE Sensors 2009  2009 

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  • Study of odor recorder based on real-time mass spectrometry with variable ionization energy

    2009 

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  • Selection method of odor components for olfactory display using mass spectrum database

    IEEE Virtual Reality 2009  2009 

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  • Demonstration of improved olfactory display using rapidly-switching solenoid valves

    IEEE, Virtual Reality 2009  2009 

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  • Study of odor recorder based on real-time mass spectrometry with variable ionization energy

    2009 

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  • COMPARISON OF NMF WITH KULLBACK-LEIBLER DIVERGENCE AND ITAKURA-SAITO DIVERGENCE FOR ODOR APPROXIMATION

    D.Prasetyawan, T.Nakamoto

    ISOEN2019  2019 

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  • Wearable Olfactory Display with Less Residual Odor

    S.Kato, T.Nakamoto

    ISOEN2019  2019 

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  • Optimization of Vector Network Analyzer parameters for Quartz Crystal Microbalance with viscous damping

    S.N.Songkhla, T.Nakamoto

    2019 

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  • Amphiphilic GC materials physisorbed onto lipopolymeric SAMs for highly sensitive QCM odor sensors

    2008 

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  • Field Asymmetric Ion Mobility Spectrometry (FAIMS)による三成分混合ガスの濃度定量

    横式, 中本

    電気学会ケミカルセンサ研究会  2019 

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  • Reproduction of scent and video at remote site using odor sensing system and olfactory display together with camera

    IEEE Sensors  2008 

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  • ヘルスケアに向けた嗅覚センサ

    中本高道

    日本生体医工学会大会  2019 

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  • 匂いセンサを用いたリアルタイム識別と遠隔臨場感制御への応用

    電気学会全国大会  2008 

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  • Discrimination of alcohols based on cyclic voltammogram patterns of PANI/Pt electrode gas sensor

    Parthojit Chakraborty, Yu-An Chien, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    2019 

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  • 匂いの記録再生システム

    電気学会全国大会  2008 

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  • Odor Biosensor Using Odorant Binding Protein and Olfactory Receptor

    H.Deng, Y.Sukekawa, H.Mitsuno, R.Kanzaki, K.Perdsud:Cali, T.Nakamoto

    IEEJ workshop  2019 

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  • Experiment on Teleolfaction Using Odor Sensing System and Olfactory Display Synchronous with Visual Information

    ICAT (International Conference on Artificial Reality and Telexistence) 2008  2008 

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  • Cell-based QCM Biosensor for Detecting Odorant in Gas Phase

    L. Deng, Y.Sukekawa, H.Mitsuno, R.Kanzaki, T.Nakamoto

    IEEJ workshop  2019 

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  • 匂いセンサと嗅覚ディスプレイを用いた遠隔香り映像再現

    電気学会全国大会  2008 

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  • 大規模マススペクトルデータと機械学習を用いた匂い印象予測

    伊藤慶祐, 中本高道

    センサマイクロマシンと応用システムシンポジウム  2019 

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  • Reproduction of scent and video at remote site using odor sensing system and olfactory display together with camera

    IEEE Sensors  2008 

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  • (Invited) Olfactory display and its application Invited

    T.Nakamoto

    IDW'19  2019 

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  • Self-assembled Lipopolymers with Physisorbed Amphiphilic GC Materials for QCM Odor Sensors

    IEEJ Sensor Symp  2008 

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  • LIPOPOLYMERS AS SENSING MATERIALS AND SENSING MATERIAL SUPPORTS FOR QCM ODOR SENSORS

    2008 

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  • Extension of recordable range of odor based on real-time mass spectrometry

    2008 

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  • 液滴霧化装置を用いた20 成分調合型嗅覚ディスプレイの開発

    安田, 中本

    日本VR学会  2019 

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  • ウェアラブル嗅覚ディスプレイを用いた災害シミュレータの実演

    平澤達也, 羽生雪子, 赤羽克仁, 中本高道

    日本VR学会  2019 

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  • Experiment on Teleolfaction Using Odor Sensing System and Olfactory Display Synchronous with Visual Information

    ICAT (International Conference on Artificial Reality and Telexistence) 2008  2008 

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  • 嗅覚及び力覚インタフェースを用いた卓球リフティングゲームの開発と評価

    呂, 赤羽, 中本

    日本VR学会  2019 

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  • Study of Quartz Crystal Microbalance behavior with viscous sensing film

    Sawi, T.Nakamoto

    Sensor Symp  2019 

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  • Highly sensitive QCM odor sensors functionalized with self-assemled lipid-derivatives and GC materials

    IEEE Sensors  2008 

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  • 自然な把持操作を実現する7自由度ワイヤ駆動型力覚提示装置の提案

    赤羽 克仁, 中本 高道

    日本VR学会  2019 

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  • Demonstration of interactive teleolfaction with movie

    ACE (Advances in Computer Entertainment) 2008  2008 

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  • (招待講演)ヒューマン嗅覚インタフェース Invited

    中本高道

    TMS研究会  2019.1 

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  • 匂いセンシングシステムと匂いの記録再生

    第40回WIN定例講演会  2008 

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  • Characterization of Room Temperature Ionic Liquids as sensing materials on Quartz Crystal Microbalance gravimetric gas sensors

    M. Aleixandre, T.Nakamoto

    2019 

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  • 匂いセンサを用いた匂いの記録再生システム

    第2回化学センサー・バイオセンサーおよび計測技術合同ワークショップ  2008 

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  • (招待講演)ヒューマン嗅覚インタフェースの研究

    中本高道

    日本電気計測器工業会  2019.5 

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  • Amphiphilic GC materials physisorbed onto lipopolymeric SAMs for highly sensitive QCM odor sensors

    2008 

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  • (Invited)Human olfactory interface Invited

    T.Nakamoto

    Asia Pacific Healthcare Sensing workshop 2019  2019.4 

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  • 数値流体シミュレーションの嗅覚ディスプレイへの応用

    電気学会E部門総合研究会  2008 

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  • Developement of odor recorder based on real-time mass spectrometry

    2008 

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  • (招待講演)機械学習を用いた匂いの印象予測 Invited

    中本高道

    技術情報協会  2019.6 

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  • Recording and reproducing odor recipe using mass spectrometer

    7th East Asian Conference on Chemical Sensors  2008 

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  • 嗅覚ディスプレイとその応用

    五感コミュニケーション研究会  2008 

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  • Sensory Evaluation of Odor Approximation Using NMF with Kullback-Leibler Divergence and Itakura-Saito Divergence in Mass Spectrum Space

    D.Prasetyawan, T.Nakamoto

    IMCS 2020  2020 

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  • Deng Hongchao1, Hidefumi Mitsuno2, Ryohei Kanzaki2, Takamichi Nakamoto

    Gas phase odoran, detection by insect olfactory receptor

    Sensor Symposium  2020 

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  • ウェアラブル嗅覚ディスプレイの残臭低減方法の検討

    羽生雪子, 中本高道

    日本VR学会  2020 

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  • Improvement of odor impression predictive model using machine learning

    K.Ito, T.Nakamoto

    IEEE Sensors  2020 

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  • 擬距離を用いた深層学習による 匂い印象予測モデルの研究

    伊藤慶祐, 中本高道, 板倉・斎藤

    電気学会ケミカルセンサ研究会  2020 

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  • Optimization of the measurement time of a Room Temperature Ionic Liquids based electronic nose

    2020 

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  • マススペクトルデータと機械学習を用いた匂い印象予測モデルの性能向上

    長谷部大祐, 中本高道

    センサ・マイクロシステムと応用システム  2021 

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  • 昆虫嗅覚受容体を用いた匂い濃度の能動的定量方法の研究

    横式 康史, 永吉 慶人, 光野 秀文, 神崎 亮平, 德田 崇, 中本高道

    電気学会E部門総合研究会  2021 

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  • Thickness Control of Thin Liquid Film above Cell for Extending Life Time of Odor Biosensor

    Hongchao Deng, Hidefumi Mitsuno, Ryohei Kanzaki, Takamichi Nakamoto

    2021 

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  • Prediction of Mouse Olfactory Receptor Response to Single Compounds and Mixture

    Yuzhi Wang, Takamichi Nakamoto, Hiroaki Matsunami

    2021 

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  • 嗅覚受容体応答パターンを用いた要素臭探索方法の研究

    藤本 順也, Dani Prasetyawan, 横式 康史, 中本 高道, 松波宏明

    電気学会全国大会  2021 

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  • Gas Phase Odorant Detection System Based on Insect Olfactory Receptor

    2021 

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  • 嗅覚受容体を用いた匂いバイオセンサの応答時間の短縮

    永吉 慶人, 横式 康史, 中本 高道, 光野 秀文, 二木 佐和子, 神崎 亮平

    電気学会全国大会  2021 

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  • 嗅覚受容体発現細胞を利用した水晶振動子 匂いセンサの気相測定に関する基礎検討

    三村 向陽, 横式 康史, 中本 高道, 光野 秀文, 神崎 亮平

    電気学会全国大会  2021 

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  • 大規模官能検査データを用いた深層オートエンコーダにおける復元精度の検討

    伊藤 慶祐, 中本 高道

    電気学会全国大会  2021 

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  • Odor Exploration with Independent Component Analysis

    D. Prasetyawan, T. Nakamoto

    2021 

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  • Study of Gas Sensing Measurement Using Room Temperature Ionic Liquid Coated on Interdigitated Array Electrodes and Quartz Crystal Microbalance

    Anifatul Faricha, Parthojit Chakraborty, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    IEEJ Sensor Symposium  2021 

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  • (招待講演)要素臭を用いた香りの再現、嗅覚に切り込むアートセミナー Invited

    中本高道

    東京大学教養学部付属教養教育高度化機構、SHIBUYA QWS Innovation協会  2021.5 

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  • 数値流体シミュレーションを用いたインタラクティブ嗅覚VRシステムの基礎的研究

    平澤達也, 青木海都, 狭間貴一, 青木尊之, 中本高道

    日本VR学会、香り・味と生体情報研究会  2021.3 

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  • The Aromatic Garden - Exploring a new way to interactively engage with narrative environments combining olfaction and vision

    N.Cohen, S.Onai, T.Nakamoto

    the Renewable Futures 2021 conference  2021 

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  • The Aromatic Garden Exploring new ways to interactively interpret narratives combining olfaction and vision including temporal change of scents using olfactory display

    Saya Onai, Nathan Cohen, Takamichi Nakamoto

    SIGGRAPH Asia  2021 

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  • Wearable olfactory display and its application

    Takamichi Nakamoto

    2021 

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  • ウェアラブル嗅覚ディスプレイにおける呼吸同期匂い提示の検討

    羽生雪子, 中本高道

    日本バーチャルリアリティ学会  2021 

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  • インクジェット素子とSAW霧化器を用いた嗅覚ディスプレイ

    八山広野, 横式康史, 中本高道

    日本バーチャルリアリティ学会  2021 

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  • Polyaniline-atomic Au modified platinum electrode with ionic liquid as configuration for enhanced electrochemical sensing

    Parthojit Chakraborty, Hiroki Kawakami, Anifatul Faricha, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    IEEE Sensors 2021  2021 

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  • A Model to Predict Mass Spectrum from Odor Impression using Deep Neural Network

    Daisuke Hasebe, Takamichi Nakamoto

    2021 

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  • (招待講演)ディジタル嗅覚技術の最前線

    中本高道

    日本信号テクニカルフォーラム  2021.11 

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  • (招待講演)香りの再現と印象予測を行う嗅覚IT技術

    中本高道

    第30回マイクロシステム融合研究会  2021.7 

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  • 匂いバイオセンサ応答画像を用いた匂いの種類および濃度の識別の基礎的検討

    祐川, 光野, 神崎, 中本

    センサ・マイクロマシンと応用システムシンポジウム  2018 

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  • Improvement of Odor Approximation in Odor Reproduction using Non-negative Matrix Factorization Method with Itakura-Saito Divergence

    Dani Prasetyawan, Takamichi Nakamoto

    IEEJ Sensor Symposium  2018 

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  • Experiment on recording odor recipe using mass spectrometer and multiple odor components

    Sensor Symposium  2007 

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  • イオン液体を用いた水晶振動子ガスセンサの応答

    中澤、Deng, Sawit, 中本

    センサ・マイクロマシンと応用システムシンポジウム  2018 

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  • Improvement of robustness of odor classification in dynamically changing concentration agaist environmental change

    Sensor Symposium  2007 

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  • (基調講演)ヒューマン嗅覚インタフェースの最前線

    中本高道

    横浜生体センシングビジネス・パートナリング  2018.3 

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  • Odor recorder based on higher order sensing system using preconcentrator with variable temperature

    ISOEN2007  2007 

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  • Human olfactory interfaces

    T.Nakamoto

    Asian Sense  2018.2 

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  • Improvement of olfactory display using solenoid valves

    IEEE Virtual Reality 2007  2007 

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  • [特別招待講演] 香り近似の方法とその応用 Invited

    中本高道

    第 13回 次世代先端光科学研究会  2018.10 

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  • Study of odor recorder

    IEEJ Sensor Symp.  2008 

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  • [招待講演] ヒューマン嗅覚インタフェースによる香り再現 Invited

    中本高道

    電子情報技術産業協会Society5.0実現のためのセンシングソリューション技術分科会  2018.9 

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  • Self-assembled Lipopolymers with Physisorbed Amphiphilic GC Materials for QCM Odor Sensors

    IEEJ Sensor Symp  2008 

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  • [招待講演] 嗅覚センサの研究動向 Invited

    中本高道

    神奈川R&D推進協議会 イノベーション部会  2018.11 

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  • 匂いセンサと嗅覚ディスプレイ

    SuperHサイエンスフォーラム  2008 

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  • [招待講演] ヒューマン嗅覚インタフェース Invited

    中本高道

    アロマサイエンスフォーラム  2018.11 

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  • Extension of recordable range of odor based on real-time mass spectrometry

    2008 

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  • 匂いセンサと嗅覚ディスプレイを用いた遠隔香り映像再現

    電気学会E部門総合研究会  2008 

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  • Recording and reproducing odor recipe using mass spectrometer

    7th East Asian Conference on Chemical Sensors  2008 

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  • (Invited)Recent topics of human olfactory interface Invited

    T.Nakamoto

    CENIM 2018  2018.11 

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  • イオン液体膜の安定性向上と匂いセンサへの応用

    中澤, A.Manuel, 中本

    電気学会全国大会  2019 

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  • 質量分析器データベースを用いた匂い要素臭選択に関する研究

    電気学会E部門総合研究会  2008 

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  • タンパク質?リガンドドッキング計算による匂い結合タンパク質の特性の予測

    祐川, K.Cali, K.Persaud, 中本

    電気学会全国大会  2019 

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  • 嗅覚受容体発現細胞を用いた匂いバイオセンサの応答安定性の向上

    伏, 祐川, 中本, 光野, 神崎

    電気学会全国大会  2019 

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  • ボールSAWデバイスを用いた匂いセンサの感度向上に関する研究

    電気学会全国大会  2008 

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  • 機械学習による匂い印象予測に向けた匂い記述子グループの作成

    木下,中本

    電気学会全国大会  2019 

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  • Developement of odor recorder based on real-time mass spectrometry

    2008 

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  • Research Demo of Virtual Olfactory Environment Based on Computational Fluid Dynamics Simulation

    Y.Hashimoto, S.Kato, T.Nakamoto

    IEEE Virtual Reality  2019 

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  • マルチホップ伝送を用いた匂いセンサネットワークの研究

    電気学会全国大会  2008 

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  • Sensing Behavior of Polyaniline Supported Gold Atomic Clusters Propanol Sensor

    Y.Chien, P.Chakraborty, W.Chiu, T.M.Chang, T.Nakamoto, M.Sone

    2019 

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  • 質量分析器データベースを用いた匂い要素臭選択に関する研究

    電気学会全国大会  2008 

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  • ROOM TEMERATURE INONIC LIQUIDS AS SENSING COATINGS OF QCM GAS SENSORS TO DETECT DIFFERENT ORGANIC GASES

    K.Nakazawa, A.Manuel, T.Nakamoto

    ISOEN2019  2019 

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  • Odor recorder based on real-time mass spectrometry

    2008 

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  • ATOMIC GOLD DECORATED POLYANILINE SENSOR FOR GASEOUS DETECTION

    P.Chakraborty, Y.Chien, W.Chiu, T.M.Chang, T.Nakamoto, M.Sone

    ISOEN2019  2019 

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  • Application of Computational Fluid Dynamics Simulation to Olfactory Display

    2008 

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  • Application of Computational Fluid Dynamics Simulation to Olfactory Display

    2008 

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  • Prediction of Odor Descriptor Group of Essential Oils from Mass Spectra using Machine Learning

    T.Debnath, D.Prasetyawan, T.Nakamoto

    ISOEN2019  2019 

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  • Odor playback based on computational fluid dynamics simulation

    Proc. ICAT 2008 Demonstration  2008 

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  • A bad-smell sensing system using gas detector tubes and built-in camera module

    2008 

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  • Olfactory and visual presentation using olfactory display usinf SAW atomizer and solenoid valves

    S.Itou, M.Iseki, S.Kato, T.Nakamoto

    IUI'18- Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion  2018 

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  • (招待講演)ヒューマン嗅覚インタフェースの最新動向 Invited

    中本高道

    食品産業研究開発懇話会  2018 

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  • SAW霧化器を用いた嗅覚ディスプレイの残香低減手法

    セキ ケイヘイ, 中本 高道

    電気学会全国大会  2018 

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  • 弾性表面波霧化器を用いた嗅覚ディスプレイによる仮想匂い源の探知

    長坂 亮, 中本 高道

    電気学会全国大会  2018 

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  • Comparison of Autoencoder with NMF to Explore Odor Components for Odor Reproduction Using Mass Spectrometry

    D. Prasetyawan, T. Nakamoto

    2018 

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  • 細胞蛍光画像解析による匂い識別の検討

    祐川, 中本

    電気学会全国大会  2018 

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  • Measurement of Gas Mixture Using Field Asymmetric Ion Mobility Spectrometry

    Y.Yokoshiki, T.Nakamoto

    IMCS2018  2018 

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  • Odor discrimination using fluorescent image of randomly placed cells expressing different olfactory receptors

    Y. Sukekawa, T. Nakamoto

    Biosensors 2018  2018 

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  • Comparison of Autoencoder with NMF for Odor Component Exploration Using Mass Spectrometry

    Prasetyawan Dani, Nakamoto Takamichi

    2018 

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  • Classification of Essential Oil Groups with Ensemble of Binary SVM Decision Trees Invited

    Y. Nozaki, D. Prasetyawan, T. Debnath, T. Nakamoto

    IMCS2018  2018 

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  • Design and development of novel gas sensor by electrochemical deposition of gold cluster on electrode surface,

    Parthojit Chakraborty, Wan-Ting Chiu, Masato Sone, Takamichi Nakamoto

    2018 

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  • (Invited) System with Multi-dimensional Data Analysis, International Conference on Solid State Devices and Materials, 2018, September.

    Takamichi Nakamoto, Odor Sensing

    (Invited) Takamichi Nakamoto  2018 

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  • ボールSAWデバイスの開発

    2007 

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  • Sawit Na songkhla , Takamichi Nakamoto, Improvement of signal to noise ratio for Quartz Crystal Microbalance with viscous damping

    Sawit Na songkhla, Takamichi Nakamoto

    IEEE IUS 2018,  2018 

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  • Characterization of Field Asymmetric Ion Mobility Spectrometry Response to Binary Gas Mixture

    Yasufumi Yokoshiki, Takamichi Nakamoto

    IEEE Sensors 2018  2018 

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  • Odor recorder based on higher-order sensing system using preconcentrator with variable temperature

    2007 

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  • Design and development of fuel cell type gas sensor with atomic Au decorated PANI/Pt composite

    Parthojit Chakraborty, Yu-An Chien, Wan-Ting Chiu, Masato Sone, Takamichi Nakamoto

    IEEE Sensors 2018  2018 

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  • 多成分嗅覚ディスプレイの改善

    電子情報通信学会総合大会  2007 

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  • 嗅覚ディスプレイの残臭低減手法

    加藤, 中本

    日本VR学会  2018 

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  • Odor recorder

    7th East Asian Conference on Chemical Sensors  2007 

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  • Demo of Olfactory Display with Less Residual Odor

    Shingo Kato, Takamichi Nakamoto

    SIGGRAPH Asia 2018 Emerging Technologies  2018 

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  • Study of odor classification in dynamically changing concentration using QCM sensor array and short-time Fourier Transform

    ISOEN2007  2007 

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  • 匂い手がかりによる臨場感の研究

    伊関, 中本

    日本味と匂い学会  2018 

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  • 質量分析器データを用いた匂いレシピの記録

    電子情報通信学会総合大会  2007 

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  • 数値流体シミュレーションを用いた嗅覚人工現実感

    橋本, 中本

    日本VR学会  2018 

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  • Self-assembled lipopolymers with chemisorbed spacer molecules enhancing sensitivity of lipid-derivative QCMs for odor sensors

    Sensor Symposium  2007 

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  • Improvement of olfactory display using solenoid valves

    IEEE Virtual Reality 2007  2007 

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  • Rough classification of essential oil groups using mass spectra and multilayer perceptron

    T.Debnath, Y.Nozaki, D.Prasetyawan, T.Nakamoto

    Sensor symposium  2018 

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  • ACエレクトロスプレイを用いた匂いセンサ用感応膜塗布の研究

    電子情報通信学会総合大会  2007 

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  • Odor recorder based on higher order sensing system using preconcentrator with variable temperature

    ISOEN2007  2007 

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  • DEVELOPMENT OF DIGITAL LOCK-IN IMAGE DETECTION SYSTEM AND ITS APPLICATION TO ODOR DISCRIMINATION USING CELL-BASED SENSOR ARRAY

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto

    ISOEN 2017  2017 

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  • 高速電磁弁による液滴射出制御と嗅覚ディスプレイへの応用

    電気学会全国大会

    加藤 真悟,中本 高道  2017 

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  • (招待講演)ヒューマン嗅覚インタフェースとその応用 Invited

    中本高道

    日本官能評価学会  2017 

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  • (Invited) Machine olfaction for Internet of Things

    Takamichi Nakamoto

    The 8th annual International Conference on Information and Communication Technology for Embedded Systems, 2017  2017 

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  • 生体膜を固定化したQCMセンサの気相測定

    Zhang Wei, Prasetyawan Dani, 中本高道

    電気学会E部門総合研究会  2017 

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  • 嗅覚及び力覚インターフェースを用いたマルチモーダルVR環境の構築

    赤羽, 高橋, 佐藤, 中本

    電気学会C部門大会  2017 

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  • Odor source localization strategy unider environment with obstacles and dynamic turbulent airlow

    Muis Muhtadi, Takamichi Nakamoto

    Sensor Syposiumc  2017 

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  • Application of Two-dimensional Digital Lock-in Circuit to the Fluorescent Imaging for Odor Biosensor System

    Y. Sukekawa, T. Mujiono, T. Nakamoto

    2017 

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  • 高速電磁弁による液滴射出制御とSAWストリーミングを用いた嗅覚ディスプレイの開発

    加藤、Li, 中本

    日本VR学会  2017 

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  • Preconcentrator and amperometric odor sensing system using SAW device with self-assembled monolayer film .

    CHAKRABORTY, Parthoji, NAKAMOTO, Takamichi

    Sensor Symposium  2017 

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  • 弾性表面波デバイスによる嗅覚ディスプレイを用いた「すれ違い感」に関する研究

    栗原, 中本

    日本VR学会  2017 

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  • (Invited)Olfactory display for virtual reality Invited

    Takamichi Nakamoto

    5th bioscience and biotechnology International Symposium  2017.1 

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  • 板倉斎藤距離を用いた深層オートエンコーダによるマススペクトルの特徴抽出

    野崎, 中本

    電気学会ケミカルセンサ/バイオ・マイクロシステム合同研究会  2017.11 

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  • (招待講演)嗅覚センサの最新動向 Invited

    中本高道

    電子情報技術産業協会知的センシング・インテリジェントデバイス技術分科会  2017.11 

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  • (招待講演)多次元データ解析を用いた匂いの印象予測及び再現 Invited

    中本高道

    産総研次世代フレキシブルエレクトロニクスシンポジウム  2017.12 

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  • (招待講演)質量分析器データの多次元データ解析による香り印象の予測・再現 Invited

    中本高道

    高分子分析研究懇談会  2017.12 

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  • Olfactory Display Based on Sniffing Action

    S.Kato, T.Nakamoto

    IEEE Virual Reality 2018  2018 

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  • パルス射出方式による微小液滴制御とそれを用いた高効率SAW霧化システムの検討

    加藤, 中本

    電気学会論文誌  2018 

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  • Demonstration of olfactory display based on sniffing action, Resarch demo

    S.Kato, M.Iseki, T.Nakamoto

    IEEE Virtualty Reality 2018  2018 

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  • STUDY OF AN ODOR SENSING SYSTEM BASED ON AMPEROMETRIC SENSOR COMBINED WITH PRECONCENTRATOR USING SAW DEVICE

    CHAKRABORTY, Parthoji, NAKAMOTO, Takamichi

    2016 

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  • (招待講演)ロバスト匂いセンシングシステム、マイクロマシンセンター Invited

    中本高道

    第31回先端技術講演会  2016.3 

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  • ODOR SOURCE LOCALIZATION STRATEGY USING MULTIPLE SENSOR NODES IN DYNAMIC TURBULENT ENVIRONMENT

    MUHTADI, Muis, NAKAMOTO, Takamichi

    Digital Olfaction Society  2016 

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  • (Invited) Machine olfaction technologies -odor sensing system and olfactory display Invited

    T.Nakamoto

    Tutorial of IEEE Sensors 2016  2016.10 

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  • 嗅覚及び力覚インターフェスを用いたマルチモ-ダルVRコンテンツの制作と評価

    高橋実里, 赤羽克人, 佐藤誠, 中本高道

    インタラクション2017,  2017 

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  • Odor Source Localization Strategy using Multiple Sensor Nodes for Dynamic Simulated Environment

    Muis Muhtadi, Takamichi Nakamoto

    International Symposium on Biomedical Engineering  2016.11 

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  • 嗅覚受容体発現細胞センサアレイを用いた 匂い識別の基礎的検討

    祐川 侑司, Totok Mujiono, 中本 高道

    電気学会全国大会  2017 

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  • 匂いセンサ用感応膜塗布の安定的手法の確立

    木村 聡太, 中本 高道

    電気学会全国大会  2017 

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  • Odor Source Localization Strategy using Multiple Sensor Nodes under Simulated Dynamic Turbulent Environment

    M. Muhtadi, T. Nakamoto

    2017 

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  • Robust odor classification on dynamic environment using short time fourier transform and self-organized map neural network

    IEEJ Sensor symp.  2009 

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  • Interactive Odor Playback Based on Fluid Dynamics Simulation

    2009 

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  • Demonstration of improved olfactory display using rapidly-switching solenoid valves

    IEEE, Virtual Reality 2009  2009 

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  • Lipopolymer-protected nano-Au with physisorbed amphiphilic GC materials for QCM odor sensors

    IEEJ Sensor symp.  2009 

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  • 質量分析器データベースを用いた匂い要素臭の作成と評価に関する研究

    電気学会全国大会  2010 

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  • Selection method of odor components for olfactory display using mass spectrum database

    IEEE Virtual Reality 2009  2009 

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  • An overview of active odor sensing system

    IEEE Sensors 2010 Conference  2010 

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  • 匂いセンサと嗅覚ディスプレイを用いた遠隔香り映像再現システムの改良

    電気学会全国大会  2010 

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  • 超小型液体ポンプとSAWデバイスを用いた嗅覚ディスプレイの基礎的研究

    電気学会E部門総合研究会  2010 

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  • Odor sensing system using ball SAW devices functionalized with self-assembled lipid-derivatives and GC materials

    IEEE Sensors 2010 Conference  2010 

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  • Incorporating fluid dynamics simulation into olfactory display

    IEEE Virtual Reality, 2009  2009 

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  • Multi-component Olfactory Display and its Application

    IEEJ Sensor symp.  2009 

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  • Odor Sensing Technology

    2009 

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  • Langasite ball-SAW odor sensors

    2009 

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  • 「においセンサの開発最前線」~生活を変える嗅覚ディスプレイの開発~

    カシオ計算機株式会社先端技術セミナー  2009 

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  • 匂いセンシングと香り提示技術の動向

    センシング環境対応型新技術開発支援研究会、京都工業会  2009 

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  • Multi-component Olfactory Display and its Application

    IEEJ Sensor symp.  2009 

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  • Robust odor classification on dynamic environment using short time fourier transform and self-organized map neural network

    IEEJ Sensor symp.  2009 

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  • Study of odor recorder based on real-time mass spectrometry with variable ionization energy

    ISOEN 2009  2009 

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  • Recent trend of odor sensing and olfactory display

    2009 

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  • Incorporating fluid dynamics simulation into olfactory display

    IEEE Virtual Reality, 2009  2009 

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  • Humidity Compensation by Neural Network for Bad-smell Sensing System Using Gas Detector Tube and Built-in Camera

    IEEE Sensors 2009  2009 

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  • 数値流体シミュレーションを応用した嗅覚ディスプレイ

    日本バーチャルリアリティ学会第3回香りと生体情報研究会  2009 

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  • Study of odor recorder based on real-time mass spectrometry with variable ionization energy

    ISOEN 2009  2009 

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  • Recent trend of odor sensing and olfactory display

    2009 

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  • Lipopolymer-protected nano-Au with physisorbed amphiphilic GC materials for QCM odor sensors

    IEEJ Sensor symp.  2009 

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  • 質量分析器データベースを用いた匂い要素臭の探索

    センサ・マイクロマシンと応用システムシンポジウム  2009 

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  • 短時間フーリエ変換回路を搭載した匂い認識チップの開発

    電気学会センサ・マイクロマシン部門総合研究会  2009 

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  • 組込みカメラモジュールとガス検知管を用いた悪臭センシングシステムの研究

    計測自動制御学会センシングフォーラム  2009 

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  • 高臨場感嗅覚ディスプレイの研究

    総務省SCOPE成果発表会資料  2009 

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  • (招待講演)ヒューマン嗅覚インタフェースと食品への応用 Invited

    中本高道

    食品開発展2019  2019.10 

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  • (招待講演)におい研究の最前線~ヒューマン嗅覚インタフェースとその応用 Invited

    中本高道

    情報通信機構  2019.7 

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  • Study of Quartz Crystal Microbalance Behavior with Viscous Sensing Film

    S. Na songkhla, T. Nakamoto

    IMCS 2020  2020 

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  • LIPOPOLYMERS AS SENSING MATERIALS AND SENSING MATERIAL SUPPORTS FOR QCM ODOR SENSORS

    2008 

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  • (招待講演)ヒューマン嗅覚インタフェースの現状 Invited

    中本高道

    大阪電気通信大学情報学研究所 視覚情報学講演会  2019.12 

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  • Odor recorder based on real-time mass spectrometry

    2008 

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  • Fundamental study of electrochemical sensor to detect aroma compounds using structured atomic Au-PANI/Pt composite

    P. Chakraborty, Y. A. Chien, W. T. Chiu, T. F, M. Chang, M. Sone, T. Nakamoto

    IEEJ Annual Meeting 2020  2020 

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  • 数値流体シミュレーションを利用した高臨場感嗅覚ディスプレイの研究

    電子情報通信学会総合大会  2008 

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  • (招待講演)匂いセンサ、第一回センサイトWEBセミナー【感覚センサ】 Invited

    中本高道

    センサイト協議会  2020.9 

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  • 短時間フーリエ変換を用いた過渡応答解析による匂いセンサの識別に関する研究

    電子情報通信学会総合大会  2006 

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  • IOT向け小型匂いセンサモジュールの開発、センサマイクロマシンと応用システム

    木村, 中本, 橋詰

    速報  2016 

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  • Imrpovement of odor recorder for extending range of recordable odor

    APCOTMNT 2006  2006 

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  • 実時間ロックイン計測処理の匂いバイオセンサシステムへの適用

    祐川, Totok, 中本

    電気学会ケミカルセンサ研究会  2016 

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  • Odor sensing system using ball SAW devices

    IMCS11  2006 

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  • (Invited)Recent advances in human olfactory interface Invited

    T.Nakamoto

    Digital olfaction congress  2016 

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  • ガス検知管と携帯電話カメラを用いた悪臭センシングネットワークの研究

    電気学会全国大会  2006 

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  • 匂いセンサと嗅覚ディスプレイ

    SCAT-21研究会  2006 

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  • DEVELOPMENT OF CELL-BASED ODOR SENSOR WITH REAL TIME LOCK-IN DETECTION

    SUKEKAWA, Yuji, MUJIONO, Totok, NAKAMOTO, Takamichi

    Digital Olfaction Society  2016 

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  • Movie with scents generated by olfactory display using solenoid valves

    IEEE VR2006  2006 

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  • Influence of polymeric chain length on sensing properties of PEG-lipid sensing films coated over QCMs for odor sensors

    Sensor Symposium  2006 

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  • PEG lipopolymers as coatings for QCM odor sensors: Effect of tether's chain length

    IEEE Sensors  2006 

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  • 短時間フーリエ変換と水晶振動子ガスセンサによる動的に変化する匂いの識別能力の向上

    Sensor Symposium  2006 

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  • 高速電磁弁開閉方式を用いた多分析嗅覚ディスプレイの研究

    電気学会E準部門総合研究会  2006 

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  • 香るアニメーション

    においかおり環境協会  2006 

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  • Odor sensing system using ball SAW devices

    IMCS11  2006 

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  • Study of Halitosis Sensor Using Electrochemical Sensor Array Combined with a Preconcentrator

    IMCS11  2006 

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  • ポリマー混合色素膜プレートとマルチLEDセンサを利用した光学式悪臭センシング

    電気学会全国大会  2006 

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  • 嗅覚ディスプレイを用いた香るアニメーションの作成と評価

    電子情報通信学会総合大会  2006 

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  • Recording of Fruit Flavors based on Multi Odor Component

    電気学会全国大会  2006 

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  • 周波数解析を用いた匂い認識チップの研究

    電気学会全国大会  2006 

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  • (招待講演)ヒューマン嗅覚インタフェース Invited

    中本高道

    匂いメディア研究集団第2回ワークショップ  2015.2 

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  • Improvement of odor recorder by using automatic sampler with multi components

    the 22nd Sensor Symposium  2005 

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  • (招待講演)ヒューマン嗅覚インタフェース Invited

    中本高道

    電気学会ナノエレクトロニクス新機能創出・集積化技術専門員会  2015.7 

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  • (招待講演)においの計測と提示手法 Invited

    中本高道

    日本テクノセンターセミナー  2015.10 

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  • 色素膜プレートとマルチLEDセンサを利用した光学式悪臭センシング

    電気学会ケミカルセンサ研究会  2005 

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  • Development of Odor Recorder based on Automatic Sampler

    電気学会全国大会  2005 

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  • ビットシリアル演算を用いた匂い認識チップに関する研究

    電気学会全国大会  2005 

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  • (招待講演)嗅覚ディスプレイの現状と今後の展望 Invited

    中本高道

    バーチャルリアリティの最前線講演会  2015.10 

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  • Lipid-Derived Materials as Coatings for QCM Odor-Sensors

    Elechtrochemical society  2005 

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  • Brief demnstration of olfactory and visual presentations using warable display and head mount display

    Kazuki Hashimoto, Yousuke Maruno

    IEEF Virtual Realtiy  2016 

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  • Highly Sensitive Portable Sensing System Using Gas Detector Tube and CCD Image Sensor for Bad-Smell Sensing Network

    Electrochemical Society  2005 

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  • Olfactory Display Using Surface Acoustic Wave Device and Micropumps for Wearable Applications

    Kazuki Hashimoto, Takamichi Nakamoto

    IEEE Virtual Reality  2016 

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  • Record of Mint Flavor Using Mass Spectrometry

    IEEE Sensors  2005 

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  • Colorimetric method for odor discrimination using dye-coated plate and multiLED sensor

    ISOEN2005  2005 

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  • Automated flow measurement for cell-based odor sensing sysyem

    Biosensors  2016 

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  • study of automatic odor blender using for analysis of complex aromas

    Biosensors&biometerials workshop  2005 

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  • Record of Mint Flavor Using Mass Spectrometry

    IEEE Sensors  2005 

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  • Combined Chemotaxis-infotaxis Strategy for Odor Source Localization using Mobile Sensor Nodes

    Muis Muhtadi, Takamichi Nakamoto

    IEEE NEMS 2016  2016 

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  • (Invited)Olfactory display and its application Invited

    Takamichi Nakamoto

    IMCS 2016  2016 

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  • 空間分割並列ロックイン計測による匂いバイオセンサ測定システム

    祐川 侑司, Totok Mujiono, 中本 高道, 光野 秀文, 中島 裕子, 神崎 亮平, 三澤 宣雄

    電気学会全国大会  2016 

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  • 匂いセンサを用いた視嗅覚情報の同時記録再生システムの研究

    電子情報通信学会総合大会  2005 

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  • Detection limit of OR-based odor sensor using lock in fluorescent instrumentation

    T. Mujiono, Y. Sukekawa, T. NakamotoH. Mitsuno, M. Termtanasomba, R. Kanzaki, N.Misawa

    Annual meeting of IEEJ  2016 

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  • study of automatic odor blender using for analysis of complex aromas

    Biosensors&biometerials workshop  2005 

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  • 質量分析器データに基づく要素臭を用いた車室内臭の再現

    市川 慧, 中本 高道, 山田 洋史

    電気学会全国大会  2016 

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  • 光学式スキャナとガス検知管を組み合わせたガスセンシングシステムによる低濃度ガスの検出

    電気学会全国大会  2005 

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  • 質量分析器を用いたミント臭の記録

    電気学会全国大会  2005 

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  • Combined Chemotaxis-infotaxis Strategy for Odor Source Localization using Multiple Sensor Nodes

    Muis Muhtadi, Takamichi Nakamoto

    Annual meeting of IEEJ  2016 

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  • (Invited) Human olfactory interfaces

    Takamichi Nakamoto

    International Symposium on Olfaction and Taste 2016  2016 

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  • Study of halitosis-substance sensing at low concentration using an electrochemical sensor array combined with a preconcentrator

    22nd Sensor Symposium  2005 

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  • 次元圧縮及び深層学習を利用した匂い印象の 予測モデルの研究

    野崎裕二, 中本高道

    電気学会全国大会  2016 

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  • 色素膜プレートとマルチLEDセンサを利用した光学式悪臭センシング

    電気学会全国大会  2005 

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  • Odor character prediction from mass spectra of chemical utilizing data of sensory evaluation using binary verbal descriptors

    Yuji Nozaki, Takamichi Nakamoto

    International Symposium on Olfaction and Taste  2016 

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  • 多成分嗅覚ディスプレイを用いた香る映像コンテンツの制作と評価

    映像メディア学会  2006 

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  • Spatially parallelized lock-in measurement technique for cell-based odor biosensor

    Yuji Sukekawa, Totok Mujiono, Takamichi Nakamoto, Tokyo, Institute of Technology, Hidefumi Mitsuno, Ryohei Kanzaki (The, University of Tokyo

    International Symposium on Olfaction and Taste, 2016  2016 

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  • Lipid-Derived Materials as Coatings for QCM Odor-Sensors

    Elechtrochemical society  2005 

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  • インタラクティブ嗅覚ディスプレイと香る料理体験コンテンツへの応用

    電気学会ケミカルセンサ研究会  2006 

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  • ボールSAWデバイスを用いた匂いセンサの研究

    電気学会全国大会  2006 

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  • QCM SENSORS WITH LIPOPOLYMERS AND OLFACTORY RECEPTOR-EXPRESSING CELLS FOR ODOR SENSING IN GAS/VAPOR PHASE

    BARTOSZ WYSZYNSKI, TAKAMICHI NAKAMOTO, HIDEFUMI MITSUNO, RYOHEI KANZAKI

    2014 

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  • Cross-modal effect on scent and music

    Masaaki Iseki, Takamichi Nakamoto

    digital olfaction society conference  2014 

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  • Study of halitosis-substance sensing using electrochemical sensor array combined with preconcentrator

    Proceedings of the 21st Sensor Symposium  2004 

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  • Study of wearable olfactory display using surface acoustic wace device

    K.Hashimoto, T.Nakamoto

    Digital Olfaction Society Congress, Tokyo  2014 

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  • Human Olfactory Interface -Odor sensing system and olfactory display

    T.Nakamoto

    2014.10 

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  • Fndamantal study of odor recorder using inkjet devices for low-volatile scents

    3rd International Symposium on Organic Molecular Electronics  2004 

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  • SIMULATION OF SENSOR NETWORK FOR ODOR SOURCE LOCALIZATION USING OPTIMIZATION APPROACH

    Yossiri Ariyakul, Takamichi Nakamoto

    Digital Olfaction Society Conference  2014 

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  • Study of odor recognition chip and its application to environment in open field

    Conference Proceedings of ICEE2004/APCOTMNT2004  2004 

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  • (招待講演)ヒューマン嗅覚インタフェース

    中本高道

    九州大学分子デバイスシステムセミナー  2014.12 

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  • Fndamantal study of odor recorder using inkjet devices for low-volatile scents

    3rd International Symposium on Organic Molecular Electronics  2004 

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  • ヒューマン嗅覚インタフェース -匂いセンサと嗅覚ディスプレイ

    中本高道

    産業技術研究所センシング技術コンソーシアム 第7回 講演会  2014.11 

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  • Study of odor recorder for dynamical change of odor

    ISOT/JASTS Abstracts  2004 

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  • 自己組織化写像と香気物質の構造パラメータを用いた嗅覚受容神経細胞の応答予測

    原田, 加沢, 神崎, 中本

    電気学会全国大会  2015 

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  • Study of odor recorder for dynamical change of odor

    ISOT/JASTS Abstracts  2004 

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  • 弾性表面波デバイスとマイクロポンプを用いたウエラブル嗅覚ディスプレイの研究

    橋本, 中本

    電気学会全国大会  2015 

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  • Study of bad-smell sensing system using gas detector tube combined with optical scanner

    Conference proceedings of ICEE2004/APCOTMNT2004  2004 

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  • ボールSAWデバイスを用いた匂いセンサの研究

    電子情報通信学会超音波研究会  2005 

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  • Lock-in measurement technique in optical measurement system for olfactory receptor-based odor sensor

    T.Mujiono, T.Nakamoto, H.Mitsuno, R.Kanzaki

    2015 

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  • Study of halitosis-substance sensing using electrochemical sensor array combined with preconcentrator

    Proceedings of the 21st Sensor Symposium  2004 

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  • 短時間フーリエ変換を用いた過渡応答解析による匂いセンサの識別能力の向上

    電気学会ケミカルセンサ研究会  2005 

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  • A Cell-BAsed Odor Sensing System Using Fluorescent Technique and Lock-in Measurement Roibust Against Disturbance

    T.Mujiono, Y.Sukekawa, T.Nakamoto, H.Mitsuno, R.Kanzaki, N.Misawa

    IEEE Sensors  2015 

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  • 液相QCMとSAWデバイスによる匂いの濃縮測定

    井沼, 中本

    電気学会全国大会  2015 

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  • 学習回路を用いたポータブル匂い認識システムの研究

    李群, 中本高道

    電気学会E部門総合研究会  2015 

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  • Highly Sensitive Portable Sensing System Using Gas Detector Tube and CCD Image Sensor for Bad-Smell Sensing Network

    Electrochemical Society  2005 

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  • オートエンコーダを用いた匂い官能評価データの次元圧縮

    野崎裕二, 中本高道

    電気学会E部門総合研究会  2015 

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  • ガス検知管と1次元CCDイメージセンサを用いた可搬型悪臭センシングネットワークの研究

    電気学会ケミカルセンサ研究会  2005 

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  • 質量分析器データと非負値行列因子分解法を用いた車室内臭の再現の基礎検討

    市川, 中本, 山田

    センサ・マイクロマシンと応用システム シンポジウム  2015 

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  • Study of highly sensitive smell sensing system using gas detector tube combined with optical scanner

    Transducers05  2005 

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  • 昆虫の嗅覚受容体を用いた匂センサフロー測定系に関する研究

    祐川侑司, Mujiono Totok, 中本高道, 光野秀文, 神崎亮平, 三澤宣雄

    電気学会E部門総合研究会  2015 

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  • 濃縮管と電気化学式センサアレイを用いた低濃度口臭原因物質の識別

    電気学会全国大会  2005 

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  • 携帯端末に装着可能なストリング型力覚提示装置に関する研究

    馬, 佐藤, 中本

    日本バーチャルリアリティ学会  2015 

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  • Study of halitosis-substance sensing at low concentration using an electrochemical sensor array combined with a preconcentrator

    22nd Sensor Symposium  2005 

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  • 弾性表面波デバイスを用いた嗅覚ディスプレイの開発と飲料体験への応用

    栗原, 伊関, 中本

    日本バーチャルリアリティ学会  2015 

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  • Improvement of odor recorder by using automatic sampler with multi components

    the 22nd Sensor Symposium  2005 

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  • (招待講演)匂いセンサと嗅覚ディスプレイ Invited

    中本高道

    産総研ヒューマンストレス研究会  2015.1 

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  • Development of Odor Recorder based on Automatic Sampler

    電気学会全国大会  2005 

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  • Virtual Cream Soda Dessert using Olfactory Display

    Masaaki Iseki, Ryoji Kurihara, Misato Takahashi, Kazuki Hashimoto, Takamichi Nakamoto

    Siggraph Asia  2015 

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  • 香りを用いた芸術創作活動支援の基礎的研究

    電子情報通信学会総合大会  2005 

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  • Study of highly sensitive smell sensing system using gas detector tube combined with optical scanner

    Transducers05  2005 

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  • Colorimetric method for odor discrimination using dye-coated plate and multiLED sensor

    ISOEN2005  2005 

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  • 嗅覚VRとその応用

    中本高道

    電気学会全国大会シンポジウム  2024.3 

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  • Odor reproduction analysis with inerference removal

    Shengyu Wang, Dani Prasetyawan, Takamichi Nakamoto

    2024.3 

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  • Quantification of Ternary Gas Mixture Based on Active Sensing Method Using QCM Sensor Array

    Ziteng Bao, Manuel Aleixandre, Takamichi Nakamoto

    2024.3 

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  • ディジタル嗅覚技術とその応用 Invited

    中本高道

    白元アース研修会  2024.4 

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  • Influence of user’s body in olfactory virtual environment generated by real-time CFD

    M.Uda, T.Nalkamoto

    IEEE Virtual Reality, 2024  2024.3 

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  • ガス検知管と携帯電話カメラを用いた悪臭センシングシステムによるオンサイトモニタリング

    電子情報通信学会総合大会  2007 

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  • Odor sensing system using ball SAW devices functionalized with self-assembled lipopolymers

    IEEE Sensors  2007 

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  • Odor recorder using mass spectrometry and its large-scale database

    IEEE Sensors 2007  2007 

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  • Study of odor classification in dynamically changing concentration using QCM sensor array and shot-time Fourier Transform

    Transducers 07  2007 

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  • Self-assembled lipopolymers with chemisorbed spacer molecules enhancing sensitivity of lipid-derivative QCMs for odor sensors

    Sensor Symposium  2007 

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  • Odor sensing system using ball SAW devices functionalized with self-assembled lipopolymers

    IEEE Sensors  2007 

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  • Odor recorder using mass spectrometry and its large-scale database

    IEEE Sensors 2007  2007 

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  • QCM odor sensors with porous structure of chemi- and physisorbed lipid derivatives

    第1回化学センサ・バイオセンサおよび計測技術合同ワークショップ  2007 

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  • QCM odor sensors with porous structure of chemi- and physisorbed lipid derivatives

    第1回化学センサ・バイオセンサおよび計測技術合同ワークショップ  2007 

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  • Inverse method to predict Mass Spectrum for binary Odor Descriptor using Machine Learning

    Tanoy Debnath, Takamichi Nakamoto

    2022 

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  • Extraction of Perfume Mass Spectrometry with Independent Component Analysis

    2022 

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  • 独立成分分析を用いた香気成分マススペクトル抽出方法の検討

    電気学会全国大会  2022 

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  • Method to Explore Odor Components using Olfactory Receptor Response

    Yuzhi Wang, Takamichi Nakamoto, Hiroaki Matsunami

    2022 

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  • Design of wearable olfactory display using solenoid valves and electroosmotic pumps

    2022 

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  • Online learning for active odor sensing system based on a sensor array

    Manuel, Alexandre, Takamichi Nakamoto

    2022 

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  • Characterization of planar electrochemical gas sensor based on atomic gold decorated polyaniline nanocomposite

    Chakraborty Parthoji, Kawakami Hiroki, Faricha Anifatul, Okamoto Keisuke, Chang Tso-Fu Mark, Sone Masato, Nakamoto Takamichi

    2022 

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  • (招待講演)多次元データ解析を用いた香りの再現

    中本高道

    理研シンポジウム  2021.11 

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  • Odor Recorder Based on an Array of QCM Sensors Using Frequency Shifts and Resistance Changes of Multiple Harmonics

    Nanxin Gong, Manuel Aleixandre, Takamichi Nakamoto

    IEEE Sensors 2022,  2022 

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  • 20成分調合嗅覚ディスプレイの特性最適化

    林, 中本

    日本VR学会  2022 

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  • Separation of Pure Perfume Mass Spectrum from Interferences Using ICA

    Dani Prasetyawan, Takamichi Nakamoto

    ISOEN 2022  2022 

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  • 実時間数値流体シミュレーションを用いた嗅覚VRの研究

    2022.3 

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  • (招待講演)嗅覚ディスプレイで広がる香りの世界 Invited

    中本高道

    いばらき子ども大学  2022.2 

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  • (招待講演)多次元データ解析による嗅覚情報処理

    中本高道

    センサ&IoTコンソーシアム  2022.2 

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  • Gas Sensing Measurement for Propanol Isomers Using Microgravimetric and Electrochemical Sensor Coated with Room Temperature Ionic Liquid

    Faricha Anifatul, Chakraborty Parthoji, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    2022 

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  • Demo of Odor Reproduction Using 20-component Olfactory Display

    Hiroto Hayashi, Dani Prasetyawan, Masaaki Iseki, Takamichi Nakamoto

    ICAT 2022, Research demo  2022 

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  • Demo of olfactory game utilizing paired odors to increase the odor range, enabling immersive olfactory experience in VR environments

    S.Onai, N.Cohen, T.Nakamoto

    ICAT 2022, Research Demo  2022 

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  • Factorization Machine Deep Neural Network for transfer binary keyword odor descriptor to continuous value descriptor

    M. Aleixandre, T. Nakamoto

    2023 

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  • Modified Planar Electrodes with Polyaniline and Atomic Gold to Enhance Butanol Isomers Gas Sensing

    Anifatul Faricha, Shohei Yoshida, Parthojit Chakraborty, Keisuke Okamoto, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    2023 

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  • 20 成分調合型嗅覚ディスプレイの液滴射出電磁弁の性能評価

    林 寛人, Dani Prasetyawan, 伊関 方晶, 中本 高道

    電気学会全国大会  2023 

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  • Gas Sensor Array System Using Microgravimetric and Amperometric Sensors Coated with Room Temperature Ionic Liquid to Enhance Isomers Separation

    Anifatul Faricha, Parthojit Chakraborty, Tso-Fu Mark Chang, Masato Sone, Takamichi Nakamoto

    2023 

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  • 匂いに関する言語埋め込み空間の作成

    川本稔己, 田代真生, 中本高道, 奥村学

    人工知能学会  2023 

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  • 嗅覚ディスプレイを用いた香り調合による匂い印象変化

    小内彩椰, 中本高道, Nathan Cohen

    VR学会香り・味と生体情報研究会  2023 

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  • インクジェット素子を用いた多成分嗅覚ディスプレイの動作最適化

    八山, 中本

    VR学会香り・味と生体情報研究会  2023 

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  • Liquid Layer Thickness Control and Adjustment in Gas-phase Odor Biosensor

    Hongchao Deng, Takamichi Nakamoto, Hidefumi Mitsuno, Ryohei Kanzaki

    IEEJ, Chemicl sensor workshop  2023 

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  • 要素臭を用いた多成分調合型嗅覚ディスプレイの開発

    伊関 方晶, 林 寛人, Prasetyawan Dan, 中本 高道

    電気学会ケミカルセンサ研究会  2023 

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  • Odor Reproduction Analysis with Essential Oils and Perfumes

    D. Prasetyawan, T. Nakamoto

    2023 

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  • ディジタル嗅覚の応用展開 Invited

    中本高道

    サイエンス&テクノロジーセミナー  2023.8 

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  • 嗅覚ディスプレイとその応用 Invited

    中本高道

    CMCセミナー  2023.8 

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  • Recent topic of olfactory information technology Invited

    T.Nakamoto

    2023.7 

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  • Olfactory signal processing and olfactory display Invited

    T.Nakamoto

    Bio-Digital Standarization Forum in Korea  2023.6 

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  • Digital olfactory technologies Invited

    T.Nakamoto

    2023.6 

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  • Odor Reproduction Analysis with Robustness Against Interference Using NMF with Several Fixed Basis Vectors

    Wang Shengyu, Dani Prasetyawan, Takammichi Nakamoto

    IEEJ Sensor Symposium  2023.11 

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  • Odor Synthesis Method Based on Odor Components Using Deep Neural Networks

    Aleixandre Manuel, Prasetyawan Dani, Nakamoto Takamichi

    2024.3 

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  • Optimization for improveing olfactory display using inkjet devices

    N.Debabhuti, D.Prasetyawan, T.Nakamoto

    2024.3 

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  • 嗅覚VR用実時間数値流体計算の格子サイズの検討

    宇田, 中本

    VR学会 香り・味と生体情報研究会  2024.2 

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  • Multicomponent wearable olfactory display

    Zhe Zou, Takamichi Nakamoto

    2024.2 

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  • ディジタル嗅覚技術の研究 Invited

    中本高道

    BIW研究会  2023.12 

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  • 香りによる情景想起の基礎的研究

    小内 彩椰, 伊関 方晶, 中本 高道, Nathan Cohen

    電子情報通信学会総合大会  2021 

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  • Evaluation of the fusion of two sensing mechanisms within a gas sensor array for odor mixture quantification

    Manuel Aleixandre, Takamichi Nakamoto

    2021 

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  • Design and development of electrochemical gas sensor using room temperature ionic liquids

    Chakraborty Parthoji, Chang Tso-Fu Mark, 曽根 正人, 中本 高道

    2021 

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  • Predicting Odor Perception of Mixed Scent from Mass Spectrometry Using Machine Learning

    T. Debnath, T. Nakamoto

    IMCS 2021  2021 

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  • (招待講演)質量分析器データと多次元データ解析を用いた匂い印象の予測・再現 Invited

    中本高道

    アロマサイエンスフォーラム  2016 

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  • QCM sensors with lipopolymers and olfactory receptor-expressing cells for odor sensing in liquid phase

    2013 

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  • タブレット端末に装着可能な弾性表面波デバイスを用いた嗅覚ディスプレイの研究

    橋本, 相澤, ヨッシリ, 中本

    電気学会全国大会2014  2014 

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  • Odor recorder and reproducer;The way toward the remoto olfaction Invited

    T.Nakamoto

    Digital Olfaction Society 2013  2013.4 

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  • 昆虫の嗅覚受容体を用いた匂いセンサの応答解析

    柿崎, 鈴木, 中本, 神崎, 光野

    電気学会全国大会  2014 

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  • マイクロポンプを用いたタブレット端末対応多成分調合型嗅覚ディスプレイの研究

    相澤, 橋本, ヨッシリ, 中本

    電気学会全国大会2014  2014 

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  • ヒーター加熱方式を用いた超小型香り発生デバイスの性能評価

    柏木, 上田, 寺尾, 鈴木, 高尾, 下川, 中本

    電気学会全国大会  2014 

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  • 昆虫嗅覚受容体を用いた匂いセンサシステムの研究

    鈴木, 柿崎, 中本, 神崎, 光野, 三澤

    電気学会全国大会  2014 

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  • Multi-component Olfactory Display with a SAW Atomizer and micropumps controlled by a Tablet PC

    T.Nakamoto, K.Hashimoto, T.Aizawa, Y.Ariyakul

    IFCS2014  2014 

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  • 匂い源探索用センサネットワークの基礎的研究

    アーリヤクンヨッシリ, 中本高道

    電気学会全国大会  2014 

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  • Improved teleolfaction system using Android tablet

    Y.Nozaki, F.Yoshino, B.Wyszynski, T.Nakamoto

    2014 

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  • Response prediction of an insect’s olfactory receptor neuron by using structural parameters of odorant and Self-Organizing Map (SOM)

    Y.Harada, T.Kazawa, R.Kanzaki, T.Nakamoto

    IUMRS-International Conference in Asia  2014 

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  • Fundamental study of sensor netowork for odor-source localization using optimization technique

    Y.Ariyakul, T.Nakamoto, T.Onodera, K.Toko

    IUMRS-International Conference in Asia  2014 

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  • Simulation of Sensor Network for Odor Source Localization Using Numerical Optimization Technique

    2014 

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  • タブレットPCを用いた小型遠隔匂い再現システムの研究

    野崎 裕二, 吉野 文和, バート ウィシンスキ, 橋本 和樹, 相澤 智之, 中本 高道

    電気学会E部門総合研究会  2014 

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  • Response prediction of an insect's olfactory receptor neuron by using structural parameters of odorant and Self-Organizing Map

    Yuki Harada, Tomoki Kazawa, Ryohei Kanzaki, Takamichi Nakamoto

    2014 

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  • Synchronized Presentation of Odor with Airflow Using Olfactory Display

    Journal of Mechanical Science and Technology 

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  • Response analysis of odor sensor based upon insect olfactory receptors using image processing method

    T. Nakamoto, M. Kakizaki, Y. Suzuki, H. Mitsuno, R. Kanzaki

    2014 

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  • Synchronized Presentation of Odor with Airflow Using Olfactory Display

    Journal of Mechanical Science and Technology 

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  • 嗅覚ディスプレイを用いた香りと音のクロスモーダル的効果

    伊関, 中本

    日本VR学会大会  2014 

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  • Real-time reference method in odor recorder under environmental change

    Abstract of IMCS02  2002 

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  • Odor Sensing System Based on Olfactory Receptors and Fluorescent Instrumentation

    M.Totok, Y.Suzuki, T.Nakamoto, H.Mitsuno, R.Kanzaki, N.Misawa

    2014 

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  • Higher-order sensing using QCM sensor array and preconcentrator with variable temperature

    Poceedings of Sensor Conference  2002 

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  • Response prediction of an insect’s olfactory receptor neuron by using structural parameters of odorant and Self-Organizing Map

    Yuki Harada, Tomoki Kazawa, Ryohei Kanzaki, Takamichi Nakamoto

    Digital Olfaction Society Congress, Tokyo  2014 

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  • Higher-order sensing using QCM sensor array and preconcentrator with variable temperature

    Poceedings of Sensor Conference  2002 

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  • A NOVEL POWDER BASED OLFACTORY DISPLAY

    HENG-CHUNG CHANG, BARTOSZ WYSZYNSKI, WEILEUN FANG, NAKAMOTO TAKAMICHI

    Digital Olfaction Society Congress, Tokyo  2014 

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  • Real-time reference method in odor recorder under environmental change

    Abstract of IMCS02  2002 

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  • Study of odor recognition chip and its application to environment in open field

    Conference Proceedings of ICEE2004/APCOTMNT2004  2004 

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  • Study of bad-smell sensing system using gas detector tube combined with optical scanner

    Conference proceedings of ICEE2004/APCOTMNT2004  2004 

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  • 嗅覚インタフェース

    財団法人横浜企業経営支援財団主催 産学交流サロン  2010.5 

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  • 嗅覚ディスプレイを用いた音と香りのインタラクティブ・アート

    伊関方晶, 中本高道

    インタラクション2013  2013 

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  • Odor recorder/olfactory display

    Winter School on Chemical Discrimination and Localization using Biologically Based Olfactory Processing  2011 

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  • Visual-olfactory Presentaion System Using a Miniaturized Olfactory Display Based on SAW Streaming and Electroosmotic Pumps

    Y.Ariyakul, T.Aizawa, T.Nakamoto

    IEEE Virtual Reality  2013 

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  • 超小型匂い発生ユニットを用いた香る動画像提供システム

    ヨシリ、相澤, 中本高道

    インタラクション2013  2013 

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  • 短時間フーリエ変換回路を用いたロバスト匂い認識システムの研究

    長尾, 中本

    電気学会全国大会  2013 

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  • NMF法を用いた昆虫の嗅覚受容細胞応答の解析と近似臭作成方法の研究

    原田, 中本

    電気学会全国大会  2013 

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  • 匂いセンサと嗅覚ディスプレイ

    中本高道

    日本薬学会シンポジウム  2013 

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  • 液相QCMセンサの共振周波数測定法の改善

    井沼, 中本

    電気学会全国大会  2013 

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  • Study of Robust Odor Recognition Module Using Short Time Fourier Transforem Circuit

    ISOEN2013  2013 

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  • Movie with scents gererated by olfactory display using SAW device and EO pumps

    ISOEN2013  2013 

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  • Analysis of insect's olfactory receptor neuron response by using NMF method for odor approximation

    ISOEN2013  2013 

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  • LVQ学習回路を組み込んだ匂い認識システムの研究

    吉野, 中本

    電気学会E部門総合研究会  2013 

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  • Recent trend of olfactory display Invited

    Takamichi Nakamoto

    2013 

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  • 非負値行列因子分解(NMF)法を用いた近似臭作成方法における距離尺度の検討

    原田, 本田, 中本

    日本味と匂い学会  2013 

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  • 質量分析器データを用いた匂い近似における距離尺度の検討

    原田, 本田, 中本

    電気学会E部門総合研究会  2013 

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  • Cyber Incense Smelling with Olfactory Display

    Iseki Masaaki, Nakamoto Takamichi

    ICAT2013  2013 

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  • 嗅覚ディスプレイを用いたインタラクティブ・アート

    伊関, 中本

    電子情報通信学会HCGシンポジウム  2013 

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  • 液相QCMセンサの共振周波数測定法の改善

    井沼, 中本

    センサ・マイクロマシンとその応用システムシンポジウム  2013 

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  • Demonstration of Improved Teleolfaction System

    Yuji Nozaki, Fumikazu Yoshino, Bartosz Wyszynski, Takamichi Nakamoto

    2013 

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  • 匂いレシピの記録と再生

    フレグランスジャーナル社主催 第11回アロマ・サイエンス・フォーラム2010  2010 

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  • カメラモジュールとガス検知管を用いた悪臭センシングシステムの湿度影響に関する検討

    電気学会 センサ・マイクロマシン部門(E部門) 平成22年度総合研究会  2010 

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  • 匂いのセンシングと再現

    表面科学会研究会  2010 

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  • 超小型液体ポンプを用いた匂い発生デバイスの研究

    電気学会全国大会  2010 

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  • 数値流体力学シミュレーションを導入した風と匂いの統合提示

    日本VR学会サイバースペースと仮想都市研究会  2010 

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  • Odor sensing system using ball SAW devices functionalized with self-assembled lipid-derivatives and GC materials

    IEEE Sensors 2010 Conference  2010 

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  • ロバスト匂いセンシングシステムにおける匂い有無の判定アルゴリズムに関する研究

    電気学会全国大会  2010 

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  • 短時間フーリエ変換回路を搭載した匂い認識チップの研究

    電気学会全国大会  2010 

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  • 嗅覚ディスプレイの基礎と応用

    Electronic Journal 第491回 Technical Seminar  2010.5 

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  • 匂いセンシングシステムの研究動向

    独立行政法人産業技術総合研究所主催「JST先端計測機器開発 複雑系の評価技術 -ニオイの計測―に関する調査研究 第3回」  2010.3 

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  • 匂いセンサを用いた匂いの記録再生

    高砂シンポジウム  2006 

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  • Chemisorbed PEGygated lipopolymers as sensing-film supports for QCM odor sensors

    IMCS11  2006 

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  • 質量分析器を用いた匂いレシピの記録

    電気学会ケミカルセンサ研究会  2006 

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  • PEG lipopolymers as coatings for QCM odor sensors: Effect of tether's chain length

    IEEE Sensors  2006 

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  • Improvement of ultrasoinc atomizer method for deposition of gas-sensing film on QCM

    EUROSENSORS  2006 

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  • Chemisorbed PEGygated lipopolymers as sensing-film supports for QCM odor sensors

    IMCS11  2006 

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  • Imrpovement of odor recorder for extending range of recordable odor

    APCOTMNT 2006  2006 

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  • 濃縮管と電気化学式センサアレイを用いた低濃度口臭原因物質の識別

    電気学会全国大会  2006 

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  • Recording of Fruit Flavors based on Multi Odor Component

    電気学会全国大会  2006 

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  • Movie with scents generated by olfactory display using solenoid valves

    IEEE VR2006  2006 

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  • Study of Halitosis Sensor Using Electrochemical Sensor Array Combined with a Preconcentrator

    IMCS11  2006 

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  • Influence of polymeric chain length on sensing properties of PEG-lipid sensing films coated over QCMs for odor sensors

    Sensor Symposium  2006 

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  • 嗅覚ディスプレイを用いたマルチメディアコンテンツ

    エンターティメントコンピューティング2007  2007 

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  • Improvement of robustness of odor classification in dynamically changing concentration agaist environmental change

    Sensor Symposium  2007 

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  • 濃縮管を用いた匂いセンシングシステムによるロバスト性の向上

    電気学会E部門総合研究会  2007 

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  • Experiment on recording odor recipe using mass spectrometer and multiple odor components

    Sensor Symposium  2007 

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  • Odor recorder based on higher-order sensing system using preconcentrator with variable temperature

    2007 

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  • 匂いセンサネットワークに関する基礎的研究

    電子情報通信学会総合大会  2007 

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  • Study of odor classification in dynamically changing concentration using QCM sensor array and shot-time Fourier Transform

    Transducers 07  2007 

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  • Study of odor classification in dynamically changing concentration using QCM sensor array and short-time Fourier Transform

    ISOEN2007  2007 

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  • Odor recorder

    7th East Asian Conference on Chemical Sensors  2007 

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  • Feature Extraction Method in Multiple-ORs-based Odor Biosensing System

    N. Nimsuk, T. Mujiono, Y. Sukekawa, T. Nakamoto, H. Mitsuno, M. Termtanasomba, R. Kanzaki, N. Misawa

    APCOT 2016  2016 

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  • ウェラブル嗅覚ディスプレイによる香り提示効果の心電計測による検討

    丸野, 中本

    日本VR学会  2016 

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  • 匂いセンサネットワークに関する基礎的研究

    電気学会ケミカルセンサ研究会  2006 

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  • Evaluation of Improvement Effect of Dimensionality Reduction by Deep Learning Technique for Odor Impression Prediction,

    Yuji NOZAKI, Takamichi NAKAMOTO

    International Meeting on Chemical Sensors  2016 

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  • Odor sensing system using electochemical sensor combined with preconcentrator based on SAW device

    Parthojit Chakraborty, Takamichi Nakamoto

    Sensor Symposium, IEEJ  2016 

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  • ガス検知管と携帯電話カメラを用いた悪臭センシングネットワークの研究

    電気学会E準部門総合研究会  2006 

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  • 携帯端末向け覚提示付きマルチモーダルインタフェースの提案

    Ma, 赤羽, 佐藤, 中本

    日本VR学会  2016 

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  • Improvement of ultrasoinc atomizer method for deposition of gas-sensing film on QCM

    EUROSENSORS  2006 

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Awards

  • Virtual Reality 2018 Poster award (Honorable Mention)

    2018.3   IEEE  

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  • E部門総合研究会 優秀論文発表賞

    2017.11   電気学会  

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  • E部門総合研究会 優秀論文発表賞

    2013.11   電気学会  

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  • ICAT(International Conference on Artificial Reality and Teleexistence) Honorable Mention

    2011.11   ICAT  

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  • 東工大工系創成的 研究賞

    2011.11   国立大学法人東京工業大学  

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  • におい・かおり環境協会技術賞

    2010.5   におい・かおり環境協会  

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  • 電気学会学術振興賞

    2009  

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    Country:Japan

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  • 電気学会進歩賞

    2001  

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Research Projects

  • Building Digital Scent Technology Based on Odor Reproduction

    Grant number:JPMJMI25H1  2025.8 - 2030.3

    Japan Science and Technology Agency  Future Society Creation Project 

    Takamichi Nakamoto

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  • Study of Olfactory IT for reproducing and creating scents

    Grant number:21H04889  2021.4 - 2024.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

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    Grant amount:\41860000 ( Direct Cost: \32200000 、 Indirect Cost:\9660000 )

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  • Smart olfactory display to generate intended scents

    Grant number:20K21806  2020.7 - 2022.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Challenging Research (Exploratory)

    Nakamoto Takamichi

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    Grant amount:\6370000 ( Direct Cost: \4900000 、 Indirect Cost:\1470000 )

    The purpose of this study is to make an actual scent from linguistic expression of the scent impression so that olfaction can be put into highly sophisticated information society and the digital olfaction can be realized. First, we proposed the prediction method of odor descriptors from mass spectrum using unbalanced data. Then, we showed the backward method to predict a mass spectrum from the odor descriptors using self-organizing map and demonstrated the consistency of the predicted result with sensory test one. Moreover, we showed the method to maintain high dynamic range of the blending ratio in the olfactory display by improving the drive method of micro dispensers. Finally, we established the fundamental technology of making scents automatically from linguistic information.

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  • Odor reproduction using odor biosensor

    Grant number:18H03773  2018.4 - 2021.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)  Grant-in-Aid for Scientific Research (A)

    Nakamoto Takamichi

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    Grant amount:\43940000 ( Direct Cost: \33800000 、 Indirect Cost:\10140000 )

    We have studied fundamental technologies and mainly focused on sensing. We have developed cells expressing different olfactory receptors, which shows excellent characteristics for long time. Then, we have developed measurement system of fluorescent imaging including lock-in measurement to reduce the influence of disturbance, cell location recognition followed by automatic acquisition of sensor-array response pattern. We have succeeded in classification of typical moldy smells using this system. Thereafter, we showed the successful result of mixture quantification method, which is fundamental for odor reproduction. Finally, we have developed desktop and wearable olfactory displays, i.e., odor reproduction devices and confirmed their behaviors.

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  • ヒューマン嗅覚インタフェースを用いた香りの再現とその応用

    2017 - 2018

    科学技術振興機構  未来社会創造プログラム  探索研究

    中本高道

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  • 濃縮素子と単原子金属を用いた嗅覚センサ

    2016 - 2018

    カシオ財団  特別プログラム 

    中本高道, 曽根正人

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  • IoTを促進するための研究技術開発

    2016

    NEDO 

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  • ウェラブル嗅覚ディスプレイの研究

    2015 - 2017

    STARC  FSプログラム 

    中本高道

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  • Odor reproduction using olfactory receptor sensor array and exploration of odor components

    Grant number:25289120  2013.4 - 2016.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    Nakamoto Takamichi, KANZAKI RYOHEI

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    Grant amount:\17550000 ( Direct Cost: \13500000 、 Indirect Cost:\4050000 )

    For odorant sensor elements, we introduced Drosophila odorant receptor (Or) gene along with co-receptor (Orco) gene and calcium indicator fluorescence protein (GCaMP) gene into Sf21 cell to establish the cell lines. The use of modified Or-Orco expression vector and GCaMP6s led to higher SN ratio in the cell lines.
    We developed a fluorescent measurement system with portable size and constructed a flow measurement system. We optimized the measurement system and introduced the lock-in measurement method and found that the detection limit became three orders of magnitude lower than that using the conventional method. Then, we did the fundamental experiment on measuring the responses of the cells with different ORs to make a sensor array. Finally, we performed the experiment of Quartz Crystal Microbalance sensor coated with cells expressing ORs in the vapor phase with high humidity. The experimental result suggests the possibility of the measurement in the vapor phase.

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  • Music with scents using miniaturized multi-component olfactory display

    Grant number:25540120  2013.4 - 2015.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Exploratory Research  Grant-in-Aid for Challenging Exploratory Research

    NAKAMOTO Takamichi

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    Grant amount:\3640000 ( Direct Cost: \2800000 、 Indirect Cost:\840000 )

    We have developed miniaturized olfactory display and proposed novel media art utilizing interaction between scents and music in the present study. Our olfactory display with its size compatible with a tablet PC consists of multiple micropumps and a surface acoustic wave device to blend 8 odor components. We confirmed both using a quartz-resonator sensor and sensory test that we had no smell persistence even if we used low-volatile scent components. Moreover, it was found that the selection of micropump type, the new jig structure, the refinement of drive circuit enables further miniaturization. Then, we demonstrated virtual ice cream shop as a content with interaction between music and scents. Furthermore, the impression changes caused by the interactions between the melodies and scents were studied using a questionnaire survey.

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  • 昆虫嗅覚受容体を用いたカビ臭検出センサ

    2013 - 2015

    農林水産省 

    神崎亮平、中本高道

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  • Challenging Exploratory Study of Odor Recorder Using Olfactory Receptors

    Grant number:24656253  2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Exploratory Research  Grant-in-Aid for Challenging Exploratory Research

    NAKAMOTO Takamichi, KANZAKI Ryohei

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    Grant amount:\4030000 ( Direct Cost: \3100000 、 Indirect Cost:\930000 )

    The fundamental study of an odor recorder using olfactory receptors of an insect was performed. Especially, sensor devices are important since they influence the performance of the odor recorder very much. We used the olfactory receptors of the insect since their mechanism is much simpler than that of a vertebrate. In this study, we established the cell systems with the stable expressions of five olfactory receptors by transferring drosophila olfactory-receptor gene into Sf21 cell together with the gene of fluorescent protein sensitive to calcium, followed by the antibiotic screening. The optical imaging reveals that the odor concentration can be measured using fluorescent response of each cell system to odorant. Thus, it was found that the established cell system can be used as a sensor component.Then, we studied the simple fluorescent measurement system. We fabricated the measurement cell, where a power LED illuminated the cells and their fluorescence was detected by a photo de via an optical filter. Although we performed the experiments on fluorescent beads and the cells, it was found that the light intensity from the power LED was insufficient. However, the large fluorescent intensity was obtained when we used a laser and improved the illumination method. Moreover, we investigated the feasibility of odor approximation by blending several odor components by simulation when we used the responses of multiple olfactory receptors to odorants accumulated in the database.

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  • SAWデバイスを用いた悪臭検出用濃縮素子

    2012

    立石科学技術振興財団 

    中本高道

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  • Virtual Space with Scents Realized by Using Miniaturized OlfactoryDisplay and Computational Fluid Dynamics

    Grant number:22300073  2010 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    NAKAMOTO Takamichi, ISHIDA Hiroshi

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    Grant amount:\18590000 ( Direct Cost: \14300000 、 Indirect Cost:\4290000 )

    We developed a miniaturized olfactory display and realize virtual space with scents. It consisted of electroosmotic pumps and a surface acoustic device. It is smaller than a credit card and can blend up to 8 odor components just in front of a user’s nose. It has little smell persistence even when a low-volatile scent is presented. Then, we studied a set of odor components to cover wide range of smells. The basis vectorswere extracted using mass-spectrum data and NMF (Nonnegative Matrix Factorization) method. We performed the experiment on odor approximation using essential oils. Approximated orange, mint and black pepper were identified with 90% probability when we used 30 odor components. Moreover, we studied the distance metric for NMF method. We found that good approximation capability over wide range of intensity was obtained when we used IS (Itakura-Saito)-divergence rather than the Euclidean distance and KL divergence.
    Then, we developed the method to calculate odor intensity at arbitrary position under the environment with obstacles using CFD (Computational Fluid Dynamics) method. The distribution of odor concentration was obtained using CFD method when the room geometry was measured by a laser scanner and wall-temperature distribution was measured by thermography. Furthermore, we fabricated the system to present odor and airflow simultaneously so that the impression of wind can be added. A user feels wind and odorcoming from the LCD monitor. The location of a virtual odor source can be controlled. Then, we presented odors from warm food and beverage at the conference after the introduction of a heater.

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  • 嗅覚ディスプレイの実用化

    2009 - 2010

    科学技術振興機構  ASTEP 

    中本高道

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  • 遠隔地の香りと映像のインタラクティブ体験システム

    Grant number:20650015  2008 - 2010

    日本学術振興会  科学研究費助成事業 挑戦的萌芽研究  挑戦的萌芽研究

    中本 高道

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    Grant amount:\3200000 ( Direct Cost: \3200000 )

    本年度はまず匂いセンサにおける遅延時間の改善を行った。匂いをチューブで吸引してセンサセルに導くのではなく、セミクローズ型のセンサセルを製作して、センサの位置を応答速度の観点から最適化した。その結果、チューブ方式に比べて応答速度が改善した。
    また、瞬間瞬間で変動する匂いセンサの応答パターンを認識するにはロバストな匂い識別アルゴリズムが必要であるが、本研究では従来用いていたLVQ(Learning Vector Quantization)法に代わってSVM(Support Vector Machine)を導入した。SVMはマージン最大化を行いながら判別境界を決定するために、環境変動に対するロバスト性が期待できる。判別境界の検討を行った後、長時間にわたってセンサ応答を測定しながら匂い識別を行い、LVQより優れた判別率をSVMは維持できることを確かめた。
    さらに匂いセンサと画像を同期させながら伝送する手法を改善した。以前の手法では匂いと映像を同期させるためには画像の更新速度を毎秒1フレーム程度に落とす必要があり、十分な動画像の画質は得られていなかった。本研究では、専用のデータ伝送フォーマットを作成しパケットに分割しUDPプロトコルにより伝送する。受信する側ではパケットを受信する毎にタイムスタンプ及びデータ種類を読み出し同一のデータ種類ごとにデータの連結を行った上で嗅覚ディスプレイまたはコンピュータスクリーンへ転送するようにした。その結果、毎秒10フレーム程度の伝送が可能になり滑らかに映像を表示できるようになった。
    この装置を用いて大学祭では344名に体験してもらい、匂いと映像の一致や匂いによる臨場感の向上に関して9割以上の体験者より肯定的な回答を得た。さらに大学と日本科学未来館をインターネットで結んで遠隔地から匂い発生源の場所を探索するゲームを行った。数十名の方にゲームを楽しんでもらい好評であったが、デモの途中で震災にあい途中で中止をよぎなくされた。

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  • 嗅覚情報など感覚情報の複合化によるデザイン表現に関する研究

    Grant number:20652011  2008 - 2009

    日本学術振興会  科学研究費助成事業 挑戦的萌芽研究  挑戦的萌芽研究

    長濱 雅彦, 中本 高道, 大西 景太

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    Grant amount:\2800000 ( Direct Cost: \2800000 )

    最終年度にあたる21年度は、匂い情報を持った次世代のレストランサインのデザイン研究を行った。嗅覚情報を利用することで、より実感のあるサインになり、食する物のイメージを高められるのではないかと考えた。今回完成した作品「香るレストランサイン」は、そば,パスタ、うなぎ、カレーの専門店という4つのお店が入っている施設を想定。より、被験者の感性を妨げないように、一方通行のインターフェイスではなく、行為と連動するインタラクティブな動画作品に仕上げた。体験の手順は下記の通りである。
    (1)被験者は4つの店が表示された看板(実験ではスクリーン)の前に立つ。
    (2)手に持っている端末(Wiiリモコン=将来の携帯電話を想定)を横に動かしながら振ることで店を選ぶ。
    (3)次に縦に振ると選んだ店の画面になる。
    (4)例えば、そば屋を選ぶ。するとそばの画面が全面に表れる。
    (5)被験者は落語家のそば食い表現のように、端末を下から上に手早く動かすと、そばのイメージ動画と効果音とともに、そばつゆの香りがする。
    といった流れである。
    ちなみに被験者の感想で上がったものは次の通りである。
    ・とにかく面白い・不思議・普段使っていない感覚を使う・情報がより食べ物に近い印象
    ・見るというより体験ゲームみたい・ディズニーランドにあるイメージがする
    ・いつもの情報に匂いがないことをあらためて気づく
    こうした感想からも分かるように、匂い情報はマルチメディアの中では新鮮で、かつ新たな世界を開くきっかけに成りえる。実験前は匂いがすることに嫌悪感を抱く人もいるだろうと想像したが、情報として整理された今回のような匂いの場合、まったくそうした被験者がいないことに驚かされた(混ざり合った匂いがないことが嫌悪感につながらなかった理由か)。
    サイン看板類は構造上、匂い装置など器材を内側に仕舞いこめるため、この「香るレストランサイン」のようにコンテンツを限定したならば実現に大きな支障はないと考える。また、こうした匂い情報の活用は、誘導サインや危険サインとして有効で、高齢化社会の情報基盤に発展していくことも予想される。今後はなるべく具体的なテザイン研究によって様々な分野と連携し、可能性を多角的に分析していくことが肝要だろう。

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  • 質量分析器を用いた匂いの記録再生システムの研究

    Grant number:07F07391  2007 - 2009

    日本学術振興会  科学研究費助成事業 特別研究員奨励費  特別研究員奨励費

    中本 高道, SOMBOON Pakpum, SOMBONN Pakpum

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    Grant amount:\2300000 ( Direct Cost: \2300000 )

    本研究では、質量分析器を用いた匂いの記録再生システムの研究を行った。匂いの記録再生システムではセンサアレイの応答パターン(この場合はマススペクトル)が一致するように複数の要素臭の調合比を決定し、その調合比を用いて匂いの再生を行う。他の研究で多数の精油マススペクトルから基底ベクトルを抽出して要素臭を調合する実験を行った。本研究では、その研究で調合した要素臭の測定を行ったが、一部の試料に関して感度が十分に得られなかった。揮発性の低い精油に関しては十分な感度が得られなったために、精油を気化させる方法を検討した。面ヒータに液体を滴下して気化させる方法を当初検討したが、匂いが広がって実際に質量分析器に気化したすべての匂いがはいるわけではないので十分ではなかった。そこで、ステンレスのT型コネクタにヒータ線を巻いた気化器を製作して注入した液体を気化させて質量分析器に導入するようにした結果、匂いを質量分析器に注入する効率が増して低揮発性の精油に対する感度が向上した。
    また、開発した気化器と実時間質量分析器を用いて料理の香りの記録実験を行った。マーボー豆腐の香りを同じ7つの要素臭を用いて記録した。記録の際は、液体試料を小型気化器を用いて蒸発させて実時間質量分析器で測定した。匂いの調合にはオートサンプラを用いた。あらかじめ各要素臭のマススペクトルを測定し非負拘束最小二乗法を用いて対象臭の構成比を求めた。記録した構成比の誤差はすべて5%以下であった。

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  • 高臨場感嗅覚ディスプレイの研究

    2006 - 2008

    総務省  SCOPE 

    中本高道、石田寛、斎藤敦史

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  • Study of odorrecorder together with visual information

    Grant number:17360156  2005 - 2007

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    NAKAMOTO Takamichi, NAGAHAMA Masahiko, ISHIDA Hiroshi

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    Grant amount:\15860000 ( Direct Cost: \15200000 、 Indirect Cost:\660000 )

    Odor recorder together with visual information is an equipment to record odor together with movie by a video camera as well as to reproduce smell together with movie on a display. Reproduced odor should be synchronous with movie. Reality can be increased by adding olfactory information to visual one and it accelerates the progress of five-sense communication. This is the first approach to record and reproduce olfactory information synchronous with visual one although there have been so far a few examples of smells attached to images. In this study, odor blender, fabrication method of QCM gas sensor, sensing film materials for QCM gas sensor, robust sensing, an odor recorder -using an autosampler are studied.
    A QCM gas sensor used in this study had the reproducibility problem of a sensor characteristic. We reduced the variation of the characteristic from sensor to sensor using an atomizer method. Then, a highly sensitive QCM gas sensor coated with physorbed layer on the chemisorbed layer composed of self assembled lipopolymer and self assembled spacer molecule was developed. Even a few tens ppb butanol was detectable using this sensor. Moreover, odor sensing system robust against environmental changes such as rapid concentration variation, humidity and temperature changes was studied. It was confirmed that the introduction of short term fourier transform followed by selection of appropriate frequency components enhanced the robustness. Furthermore, the odor recorder system with the capability of large-scale blending using an autosampler was developed. Several fruit flavors such as apple, banana etc were successfully recorded using this system. Finally, odor sensing together with visual recording followed by the smell reproduction synchronous with movie was performed. The situation where a sensing probe was approaching the can of juice was successfully reproduced using both visual and olfactory information. Then, the experiment on teleolfaction via Internet, where smell is remotely and simultaneously reproduced together with movie, was performed at the exhibition. It was found that odor sensed by odor sensing system was correctly perceived by people at remote site.

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  • 匂いセンサを用いた匂いの記録再生システムの研究

    Grant number:05F05086  2005 - 2006

    日本学術振興会  科学研究費助成事業 特別研究員奨励費  特別研究員奨励費

    中本 高道, WYSZYNSKI Bartosz Pawel

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    Grant amount:\2400000 ( Direct Cost: \2400000 )

    本研究では匂い情報をセンサによって記録し再生する匂いの記録再生システムに関して研究を行った。匂いセンサ用のセンサ素子としては、水晶振動子ガスセンサを用い、異なる感応膜を塗布した水晶振動子をアレイ状に並べて使用する。本研究では、その中でも水晶振動子ガスセンサの成膜方法、膜材料に重点を置いた。
    感応膜の成膜方法にはいくっかあるが、霧化器を用いて感応膜材料を溶かした有機溶媒を霧状にして、その中に水晶振動子をさらす成膜方法を検討した。流量や成膜用チャンバの最適化を行った結果、同じ感応膜材料、同じ塗布量のセンサに関しては、応答バラツキをほぼ解消することができた。
    また、エレクトロスプレイ法と霧化器で成膜したセンサのセンサ応答の比較を行った。エレクトロスプレイ法においても微小な液滴を形成することが可能である。条件最適化を行った結果、エレクロスプレイ法でも安定に成膜することができるようになったが、成膜方法の違いによりセンサ特性が異なる傾向が得られた。その理由に関しては、現在検討中である。
    さらに昨年度に続きlipopolymer感応膜の検討を行った。Disuphideを含むlipopolymerによるSAM (Self Assembled Monolayer)を水晶振動子上に形成し、その上に脂質もしくは脂質誘導体を物理吸着させて感応膜を形成した。その結果、SAM形成後にlipopolymerを塗布すると感度が向上し、複数のlipopolymerを組み合わせた実験では選択性も向上した。それから、MIP (Molecularly Imprinted Polymer)により匂い分子のテンプレートを感応膜に作りこむことを試みた。最初にSAMを形成した後にEugenolに対するテンプレートを作り、SAM無しの場合やテンプレート無しのセンサに比べてEugenolに対する感度向上が見られた。最後にlipolymerを塗布した水晶振動子ガスセンサをセンサアレイの一部に組み込み、4要素臭の記録実験に適用した。

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  • 匂い再生システムによる芸術創作活動支援に関する研究

    Grant number:16650046  2004 - 2006

    日本学術振興会  科学研究費助成事業 萌芽研究  萌芽研究

    中本 高道, 石田 寛, 長濱 雅彦, 蓮見 智幸

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    Grant amount:\3400000 ( Direct Cost: \3400000 )

    本研究では、匂い再生システムを用いて動画や音声に合わせて匂いを発生させて、芸術作品を創作する。昨年度は香り付きアートアニメーションを2編制作し、アンケート調査により香りの効果を調査した。本年度はインタラクティブ嗅覚ディスプレイを製作し、料理ゲームコンテンツを作った。
    ユーザからもアクションを起こしてインタラクティブにコンテンツを体験することで、臨場感の向上が期待できる。また、多くの人に体験して楽しんでもらうことを考えて料理ゲームを制作することにした。また、誰にでもわかりやすいコンテンツにすることを目指しそ、料理の題材としてはカレーを選んだ。中心に置かれたなべに、バターをしいたり、ニンニクや、たまねぎ、肉やカレーのルー、スパイスなどカレーの素材を入れていって、ユーザが操作しながらカレーを作っていく。これらの素材を加えていくと対応した香りが発生しく香りも序々にカレーに近づく。また、これらに合わせて"ジュージュー"といったような効果音により、さらにリアリティを高める。この中で、ニンニクと肉の場合は好みに合わせてその量もユーザが調節することができる。
    プラットフォームとなるソフトウエアを選択し、動画像の制作、画像の制御ソフトは芸大側が担当し、東工大側は匂い調合装置とのインタフェース、匂い調合装置のソフトウエアの開発を行った。
    そして、制作した料理体験コンテンツをCEATEC JAPAN(10/3-7,千葉・幕張メッセ)、産学官技術交流フェア(10/11-10/13,東京・東京ビッグサイト),東京工業大学大学祭(10/28-29)でデモ公開を行った。前2の展示会では168名、大学祭では163名の人に体験してもらいアンケート調査を行った。その結果、匂いの種類が大きく変化するところでは印象が強く、9割以上の人が臨場感が匂い無しに比ぺて増加したと回答した。さらに英語版のコンテンツを制作して米国で開かれた学会IEEE Virtual Reality 2007にても公開実演を行ない、好評を博することができた。

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  • Study of bad-smell sensing network

    Grant number:15360216  2003 - 2004

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    MORIIZUMI Toyosaka, IWASAKI Yoshiharu, NAKAMOTO Takamichi, ISHIDA Hiroshi

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    Grant amount:\13300000 ( Direct Cost: \13300000 )

    A bad-smell sensing system is required so that the problem of the bad smell can be immediately solved since the number of the complaints against the bad smell has been recently increased. The simple and cheap equipment using an optical method was studied in the present study to search for the source of the bad smell.
    A gas detector tube was focused on and the automatic and the continuous read-out method of the discoloration layer in the detector tube was established. Then, the influence of the interference between the target analyte and others could be eliminated using the difference of the reaction speed among them. Moreover, the sensitivity enhancement of the detector tube was achieved utilizing the accumulation effect. The sensitivity became one order of magnitude better than that of the conventional gas detector tube. Finally, the portable sensing system using a gas detector tube and one-dimensional CCD sensor was developed. The distribution of the bad smell will be easily measured by this equipment.
    The distribution of the bad smell was measured using the array of the long-term gas detector tubes and the digital camera. It was possible to measure the dynamic change of the concentration distribution as well as the static one. The animation of the dynamic change of the distribution was made using the interpolation among the measurement points. Each sensor does not need to have the interface circuit and the power supply except for the digital camera.
    Another type of bad-smell sensor such as dye-coated plate was studied. It was possible to detect and identify triethyl amine, acetic acid, propion aldehyde and propanol using the simple measurement system such as an optical scanner or LED. It was possible to identify the bad smell even if its concentration was changed because the sensor-array output pattern was kept the same. A variety of the response patterns were obtained using the dye-coated plate.
    Finally we conclude that the fundamental method of the bad-smell sensing using a gas detector tube and the dye-coated plate was established in the present study.

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  • Study of odor recorder

    Grant number:14350181  2002 - 2004

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    NAKAMOTO Takamichi, ISHIDA Hiroshi, IDE Junichi

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    Grant amount:\16300000 ( Direct Cost: \16300000 )

    We aimed to establish the fundamental stage of recording and reproducing olfactory information using an odor sensing system. The communication with five senses might become more feasible if the technology for recording and reproducing smells is established and is implemented into a multimedia.
    The experiment on recording and reproducing the smells of the apple and citrus flavors was performed. The sensory test revealed that the smell reproduced by our developed system was identical to the target apple flavor. Then, real-time reference method, which alternately switches the target and blended odors at the interval of several seconds, was implemented into the odor recorder. It contributed to the enhancement of the robustness against the environmental change such as temperature and humidity changes. Moreover, it was found that the dynamical change of the odor recipe could be recorded even under the environmental change using the real-time reference method. The odor recipe change over 5 seconds could be captured when we simultaneously used the two same sensor arrays.
    Then, the concept of the odor approximation was introduced to reduce the number of the component odors. We also made the system for blending up to 96 component odors using an auto sampler. We tried to approximate apple, banana, orange and melon flavors made up of 10-20 component odors using 3 component odors, respectively. The human sensory test revealed that the odors with similar locations on the scattering diagram of Principal Component Analysis were close. In addition, the perfumes with various recipes of base notes were measured. Since the sensor responses to the automatically blended odor was close to those to the manually blended one, it was found that the sufficient accuracy was obtained using the auto sampler. We will do the large-scale experiment from now on and expect that these two methods such as odor approximation and the auto sampler will drastically expand the range of odor for the odor recorder.
    Finally, the odor blender composed of inkjet devices and the mesh heater was realized to solve the problem of the slow speed for the movement of low-volatile odor. The odor was rapidly generated and vanished using the proposed odor blender. The binary recipe of jasmine flavor was obtained using this odor blender and the gradient descent method.

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  • 在宅診療を目的とした口腔内テレメトリ用IC開発の基礎的研究

    Grant number:14657510  2002 - 2003

    日本学術振興会  科学研究費助成事業  萌芽研究

    杉山 一朗, 齋藤 淳史, 中本 高道, 佐藤 裕二

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    Grant amount:\3300000 ( Direct Cost: \3300000 )

    高齢化社会を迎え、高齢者の効率的な健康管理、増進が高齢者のQOL改善のみならず、若年者の医療費負担の観点からも重要な課題となっている。高齢者の健康管理には継続的モニタが重要であるが、通院では経済、肉体的な負担が大きい。
    義歯内部にモニタ装置を組み込むことができれば、義歯装着者が多い高齢者にとって有用な手段となる。従来の義歯内部や寝間着ポケットに収納可能なデヴァイスの開発では、チップ部品を手作業で組み立てているため、コスト、量産性に問題があった。そこで、これらの回路をIC化できれば、臨床で容易に応用が可能になると考えた。
    本研究ではIC化の前段階として、仕様の概略を決定する事を目的とした。現段階で得られた結果として;
    1.省電力、低電圧駆動による長時間動作のため、テレメトリ回路においてもっとも消費電力が大きい発振回路の効率化を図った。発信周波数と人体透過性は反比例する一方、消費電力はその周波数に比例する。体内より発信する場合、透過性やアンテナの効率、実用性を加味した受信能率から、周波数はVHF帯域が現実的な周波数であることが見いだされた。
    特に、60〜70MHzでは割当て使用周波数が少なく混信の危険性が少ないことと、50〜60MHzのアマチュア無線帯域と重なるため汎用デヴァイスが多く入手可能であり、医療用に特化したデヴァイスの開発が不要であることが副次的な利点である。
    2.多種のセンサに対応するため、入力インピーダンスの検討を行った。ベースとなる義歯は口腔内で電解質である唾液を吸収する。そのため、唾液吸収による絶縁性を検討したところ、1日の浸漬で1cm^3あたりの抵抗値が10KΩ程度に低下する事が確認されこの絶縁が大きな課題である事が見いだされた。
    3.チップ部品による実験の結果,特に半導体では特性にバラツキが大きく,回路の集積化による特性の均一化の重要性がさらに認識された。

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  • Advanced Study of Odor Communication

    Grant number:12450150  2000 - 2001

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    MORIIZUMI Toyosaka, ISHIDA Hiroshi, NAKAMOTO Takamichi

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    Grant amount:\3700000 ( Direct Cost: \3700000 )

    Study of odor communication has been recently and gradually attempted. Since scents cannot be detected by the present devices for that purpose, we aimed to develop an odor communication tool in the present study, where a smell detected by a sensing system or a mass spectrometer is regenerated by a remote odor generator.
    First, we developed an odor blender just composed of cheap solenoid valves. Although a solenoid valve takes just two states, ON or OFF, the intermediate value can be expressed by the period of opening valve when it is rapidly opened or closed. We adopted delta-sigma modulation method to control solenoid valves and succeeded in developing the odor blender with 8 component odors.
    Next, an odor was recorded by the system with a sensor array and the developed blender using an adaptive feedback control algorithm such as theory of optimal control input. We succeeded in recording the recipe of the apple flavor made up of five components. Moreover, we approximated the target odor as the smell composed of just a few component odors. After the target 9-component odor was approximated as 5component one, the human sensory test revealed that the approximated odor was sufficiently similar to the target odor.
    Moreover, the experiment on using the mass spectrometer as a sensor was performed. It was found that the superposition theorem was valid when the injected volume was kept constant. The mass spectrometer is promising if the method of the automatic injection is established.
    Finally, the homepage for broadcasting an odor over Internet has been made. Anyone can access that homepage to sniff the smell recorded at the remote site. We succeeded in regenerating 2-component odor at the remote site using the sensor array.

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  • Robot with olfactory sense

    Grant number:12650419  2000 - 2001

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

    NAKAMOTO Takamichi, ISHIDA Hiroshi

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    Grant amount:\3300000 ( Direct Cost: \3300000 )

    A robot with olfactory sense to search for the source of gas or odor is expected to be applied to the gas leak detection, the early discovery of the fire, the detection of the danger in the mine etc. Although the previous research revealed that the robot with the gas and anemometric sensor could search for the gas/odor source, it took much time to explore the source due to the slow response/recovery speed of the semiconductor gas sensor. In the present study, the improvement of the algorithm for detecting the variation of the sensor response enabled the speedup seven times. Furthermore, the quartz resonator gas sensor with faster response/recovery speed was used. The improvement of the measurement-circuit time resolution and the baseline stability by compensating for the slight variation of the humidity enabled the gas detection even during the rapid movement of the robot (20cm/s). Further speedup may be achieved when the quartz resonator gas sensor is used.
    The algorithm for searching for the target can be studied in detail if the simulation method is established. Then, the simulation tool for estimating the sensor response when it is virtually placed in the plume. The transient sensor response model composed of a neural network was effective to estimate the sensor response where the vapor with the concentration rapidly changing within a second was exposed to it. Using that tool, the method for obtaining the distribution image of the gas concentration by minimum number of the gas sensors was studied. It was found that the sparse placement of the sensors along the wind direction in spite of the dense placement across the wind flow gave us the minimum information loss of the image. The developed tool may enable the simulation for searching for the gas/odor source.

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  • 感性を測定するセンサに関する研究

    Grant number:12895005  2000

    日本学術振興会  科学研究費助成事業 基盤研究(C)  基盤研究(C)

    都甲 潔, 勝部 昭明, 岩倉 宗弘, 林 健司, 南戸 秀仁, 中本 高道

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    Grant amount:\3300000 ( Direct Cost: \3300000 )

    味や匂いを測定するには感性を測定するセンサが必要不可欠である.これは従来の単純な物理量測定を実現するセンサと本質的に異なる部分であり,分子生物学を含めた感覚生理学,脳の神経情報処理機構,味や匂いの心理学を統合し,その成果をセンサ技術に取り込む必要がある.このような横断的な研究開発はその要となる技術・学問分野を必要とするが,感性を測定するという目的の場合,計測技術とセンサデバイスの開発がその中心となり,このように極めて学際的な学問領域の形成と技術開発が可能となる.
    本研究はそのようなセンサ開発の立場から,味や匂いを中心とした感性を測定するセンサに関して,企業におけるセンサの開発技術者,味や匂いに関連する分野の技術者をメンバーとして含め,センサデバイス開発という立場から調査研究を行った.その結果として,現在,食品や化学製品の生産技術の高度化,匂いに関連するさまざまな問題の重要性が確かめられ,それらを感性という立場から明確なスケールに基づいた計測を可能とするセンサの開発が今後の技術革新と発展に際して必要不可欠な課題であることが明らかとなった.また,味覚・嗅覚生理学とセンサ技術さらに感性心理学を融合することが重要であり,国際的でグローバルなスタンダードとなりうる感性のスケール(ものさし)の確立が重要であるという認識に至った.
    本研究では,数回にわたる調査,会合および電気学会技術委員会と連携した研究会を通じ,以上の研究成果を得た.さらに科学研究費平成13年度発足特定領域として特定領域(B)「味覚・嗅覚生理学とセンサ技術のインテグレーションによる感性スケールの確立」を領域申請した.申請にあたって感性バイオセンサの開発を中心として味覚・嗅覚生理学と感性評価について中心となる先端的な研究者により研究グループを構成した.

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  • 匂い通信システムの研究

    Grant number:10875078  1998 - 1999

    日本学術振興会  科学研究費助成事業 萌芽的研究  萌芽的研究

    森泉 豊栄, 吉邑 昌義, 中本 高道, 石田 寛

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    Grant amount:\1900000 ( Direct Cost: \1900000 )

    本研究では遠隔地に匂いを伝送できるように、匂いの記録・再生を行うシステムの実現を目指す。昨年度は送信側で計測したセンサアレイ応答パターンを受信側に送り、受信側にセンサアレイを置き、ブレンダにより複数の要素臭を調合して匂いを発生させる実験を行った。しかし、送受2つのセンサアレイの校正精度が不十分なために伝送時の誤差が大きかった。そこで、本年度は送信側と受信側の両方にブレンダを設置し、対象臭内の各要素臭成分の濃度を記録し、それを受信側でブレンダにより再生させる方式に変更した。この方法ではセンサアレイの感度校正が不要である。
    また、本年度は果実臭(りんご)の匂いを対象として、種類や熟度の異なるりんごの匂いを記憶・再生する実験を行った。たとえば、りんごの匂いに限定すれば、数種類の要素臭を調合するだけで、その匂いの特徴を表わせることがわかっている。本研究では、5成分までの要素臭を扱えるようにブレンダを拡張し、りんごの匂いのセンシングに適したセンサ用感応膜を選択した。また、要素臭ごとに違いが顕著になるようにセンサ間に重み付けも行った。さらに、濃度定量の際に用いる適応制御理論も少ないパラメータでアルゴリズムが動作するように改良した。
    その結果、3つの要素臭(青臭い匂い、甘酸っぱい匂い、フルーティな匂い)の濃度を変えたサンプルをいくつか用意し、そのレシピを本システムで決定し、かつそのレシピで再生した匂いが対象臭と近い匂いであることを官能検査により確認した。さらに4要素臭濃度可変の場合の実験も行い、1分以内でほぼ正しく濃度定量できることがわかった。

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  • Development of visualization system for dynamic gas/odor behavior-Realization of video camera for gas distribution

    Grant number:09555121  1997 - 1999

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    MORIIZUMI Toyosaka, IWASHITA Isao, MATSUURA Yoshinori, NAKAMOTO Takamichi, YOSHIMURA Masayoshi

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    Grant amount:\5700000 ( Direct Cost: \5700000 )

    It is important to develop the sensing system for localizing an odor source since the sources of bad smell, contamination, and explosive should be rapidly found. However, the artificial system with sufficient capability has not been so far developed. Since the odor is generally carried by wind accompanied by turbulence, the behavior of its flow is very complicated. Although the robot for plume tracing previously developed by our group is available for searching the source in a room with comparably constant flow such as clean room, the reliable exploration in the outdoor field or in the room almost without the wind is difficult task for the present robot.
    Then, a homogeneous sensor array was introduced to visualize the dynamic gas/odor behavior instead of a few sensors previously used. When we use that sensor array, the redundant information indispensable for increasing the reliability of the direction estimation is available to suppress the influence of the turbulence.
    First, the sensor array configuration was optimized to obtain a clear image by the simulation. Next, the experiment on the pulse-drive semiconductor gas sensor array was performed. However, the flow direction was obtained only at the starting time for spouting vapor or at the time for stopping the vapor exposure since the recovery time from the response was not sufficient.
    Finally, the semiconductor gas sensor array was replaced by that of miniaturized QCM (quartz crystal microbalance) gas sensors with time constant around a second. Using that sensor array, the gas flow can be always visualized clearly and the estimation of the flow direction was successful not only inside wind tunnel but also in the clean room where the variation of the wind speed was much larger than that in the wind tunnel.

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  • Study of 1-bit data stream digital circuit of neural network for higher order chemical sensing

    Grant number:09650440  1997 - 1999

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

    NAKAMOTO Takamichi, YOSHIMURA Masayoshi

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    Grant amount:\3300000 ( Direct Cost: \3300000 )

    Various types of LSI for neural network have been so far studied by many institutions. We proposed a new architecture of digital neural network circuit based upon 1-bit data stream signal processing circuit. Furthermore, we aimed to realize LSI using that method and to apply it to information processing of chemical sensors. The circuit for learning and recognizing an odor using the output pattern of quartz-resonator gas sensors was implemented into LSI fabricated utilizing the chip fabrication service. The neural network of LVQ was realized using 24000 transistors including measurement circuits. We confirmed that the circuit correctly behaved using the data of those patterns obtained by the off-line measurements. Furthermore, the circuit with 116,000 transistors including self-test circuit, computer interface was designed. Since the full custom design of the memory circuit was performed, the layout method was building-block one. The chip will be evaluated in the near future. On the other hand, the circuit implemented into FPGA was used to do the experiment on the identification of the odors with the same number of carbons but with the different functional groups using the simple measurement system for a portable odor sensing system. It was found that the odors were correctly identified even when the on-line identification was performed. Furthermore, 1-bit data stream signal processing circuit was applied to the direction estimation of the gas flow using the sensor-array signals. We confirmed that the circuit solved the linear equations based upon the optical-flow constraints when the off-line data was input to the circuit implemented into FPGA.

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  • Study of total sensing system to evaluate taste and odor of beverages

    Grant number:07405021  1995 - 1997

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)  Grant-in-Aid for Scientific Research (A)

    MORIIZUMI Toyosaka, NAKAMOTO Takamichi, NOMURA Tooru

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    Grant amount:\23400000 ( Direct Cost: \23400000 )

    Novel sensors to measure various liquid properties have been developed to realize a total system for evaluating a taste and smell of a beverage. An interdigital electrode sensor has been developed to measure the conductivity and the dielectric constant of liquid. Since their frequency dispersions depend on ions and specific molecules in liquid, information on taste can be obtained from them. Moreover, nonelectrolytes, such as sugar, can be detected using electrodes coated with an organic molecular film.
    Sueface acoustic wave (SAW) sensors have been used to measure the viscosity and the density of liquid since they are closely related to feeling of texture. A new method to measure them independently has been proposed at first using two saw devices, i.e., a SH=SAW device and a SV=SAW one. A small integrated sensor has then been realized, which can excite both SAWs on the same substrate.
    A smell of liquid is also an important factor to determine the total impression of a beverage. Quartz crystal microbalance (QCM) sencers have been used to detect it, and a mixture composition of liquid is successfully identified by the active sensing method.
    The key part to develop an excellent chemical sensor is a sensing film. Therefore, the oscillation circuit behavior of a QCM sensor has been studied so that the film condition suitable for detecting a resonance frequency shift was determined. Sensing film characterization for a QCM sensor has then been done to classify the films systematically. Moreover, it has been found that the sensitivity and the selectivity of a sensor are largely influenced not only by the material of the film but also by its structure. Therefore, a new method to fabricate a film with high selectivity has been proposed. The shape of the target molecule is imprinted onto a self-assembly film of organic material, and the experimental results show the excellent selectivity of this film. It is expected that a total system for beverage evaluation can be realized by integrating all the sensors developed in this study.

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  • におい源探知システムの研究

    Grant number:07650475  1995 - 1996

    日本学術振興会  科学研究費助成事業 一般研究(C)  一般研究(C)

    中本 高道, 神崎 亮平

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    Grant amount:\1600000 ( Direct Cost: \1600000 )

    場の風向及び濃度勾配を検出してにおい源の探知を行う方法を用いて、以前の実験により風洞及びクリーンルームにおいてその探知実験に成功している。平成7年度は、探知時間の高速化を図った。今まで用いていた半導体ガスセンサは応答速度、応答回復速度が遅いといために、移動台車の速度を上げると追従できないという問題点があった。応答速度の速いセンサは、風が少し強くなると応答が不安定になる。そこで、センサは従来のものを用いてカルマンフィルタ理論を用い速い半導体センサの応答を推定することを行い、センサの動作速度を向上させた。その結果、台車速度を従来の3倍に上げて探知を行うことに成功した。
    上記のシステムは自動測定システムであるが、人間が持ち歩いて探索するツールとして、能動サンプリング方式によるにおいコンパスを試作した。このコンパスは常ににおい源の方位を指し示すもので、2次元、3次元のコンパスの試作に成功した。さらに、適応制御理論を組み合わせることにより、高速ににおい源の方向に向きを変えることができる2次元コンパスを実現できることがわかった。
    センサとして理想的な感度、応答速度をもつのは、生体感覚器であろう。そこで、カイコガの触角の電位(EAG)を測定し、それと能動サンプリング方式を組み合わせてフェロモン源の方向を推定する基礎的研究を行い、方向探知能力があることを確かめた。

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  • Development of Neuro-Intelligent Gas Sensing System for Water Environmental Monitering

    Grant number:05044086  1993 - 1994

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for international Scientific Research  Grant-in-Aid for international Scientific Research

    MORIIZUMI Toyosaka, KRUANGAM Dusit, PANYAKEOW Somsak, NAKAMOTO Takamichi, STRIYUDTHSAK Mana

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    Grant amount:\4000000 ( Direct Cost: \4000000 )

    Water environmental monitoring system has been developed. The system consists of sensors array, measuring system and a computer with an artificial neural network algorithm for gas indentification. The system is designed for measuring oxygen, ammonia and hydrogen sulfide dissolved in water solution from river.
    1. Sensors fabrication and selection : Thin film tin oxide semiconductor gas sensors were fabricated. Calcium oxide and aluminum were doped to increase the sensor selectivity. It was found that the sensors responded to alcohol, ammonium and acetaldehyde. Thin film and bulk type dissolved oxygen sensor have been also developed. It was found that the thin film type is suitable for disposable use and the bulk type is suitable for long term measurement. The commercial semiconductor gas sensors (Figaro _<800, >813, _<824, >823) were also used for testing the system. It was found that they are suitable for measuring ammonia and hydrogen sulfide.
    2. Measurement system : Dip type and flow through cell type measuring systems have been developed by combining the sensors. They were used to measure samples in solution phase and gas phase respectively. The former one has a detection limit for ammonia and hydrogen sulfide at 2 ppm with the response time of 3 minutes, while they were 100 ppm and 20 seconds for the latter.
    3. Recognition algorithm : The artificial neural network with the error back propagation algorithm has been used with the above system to enhance the gas recognition capability. After the network was trained with standard gas, it has been found that the recognition error for hydrogen sulfide and ammonia were 2 ppm and 2-25 ppm, respectively.
    4. Measurement of river water : The developed system was used to measure the samples from Chao-Praya river in Bangkok. It was found that the concentration of ammonia and hydrogen sulfide in the samples were lower than 3 ppm, which is the detection limit of the system.
    In summary, we have been developed a water quality monitoring system using array sensors tpgether with artificial neural network to enhance the system performance. The system has a detection limit of 3 ppm for dissolved ammonia and hydrogen sulfide. We propose that the system can be modified for measuring gas concentration in 100 ppb range by combining the dip type sensors together with flow through cell system.

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  • 水晶振動子温度センサを用いた脂質膜相転移温度の測定

    Grant number:05750402  1993

    日本学術振興会  科学研究費助成事業 奨励研究(A)  奨励研究(A)

    中本 高道

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    Grant amount:\900000 ( Direct Cost: \900000 )

    水晶振動子ガスセンサは水晶振動子上にガス感応膜を塗布したもので、生体細胞膜の構成要素の脂質膜等が有効である。脂質膜の特性は、固相、液晶、液体状態で用いることにより、センサ特性が異なる。この相転移の測定は従来示差熱分析等で行われてきたが、本研究では振動子に膜を塗布した状態で測定を行う。
    まずAT-CUT水晶振動子にDPPC,DMPC等のリン脂質膜を塗布し、温度を変えてその共振周波数と損失抵抗を測定した。しかし、乾燥空気中では予想される転移温度でも変化は観察されず、相転移は起きていないことがわかった。そこで、雰囲気の湿度を変化させて測定したところ、ある湿度以上になると共振周波数と損失抵抗の変化が顕著にみられ、これが相転移に対応していると考えられる。リン脂質-水系の示差熱分析を用いた研究でも、脂質内の水含有量が大きく相転移に影響を与える結果が報告されており、この結果は妥当である。
    さらに、相転移前後でにおい物質を与えた時の感度を比較した。フェノール、beta-フェニルエチルアルコール等の物質について調べたが、顕著な違いが見られないか、乾燥空気中の固相状態の方が感度が高いという結果が得られた。GC法の膜については、軟化した方が感度が高くなるという結果が得られており、これについてさらに検討を要する。
    また、相転移状態を観察するためには、温度に敏感なY-CUT振動子が有効である。2つのY-CUT振動子の一方のみに膜を塗布し、両者の発振周波数の差を計測する回路を試作し、温度走査をしながら測定できることを確認した。今後、Y-CUT振動子から有意な情報を検出することができるかどうか検討する。

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  • Development of active odor sensing system with odor blender

    Grant number:04555093  1992 - 1994

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Developmental Scientific Research (B)  Grant-in-Aid for Developmental Scientific Research (B)

    MORIIZUMI Toyosaka, SONODA Yasuhisa, IDE Junichi, NAKAMOTO Takamichi

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    Grant amount:\14200000 ( Direct Cost: \14200000 )

    Active odor sensing system for quantifying mixed aromas was developed. In the system, plural known vapors are actively and autonomously blended so that the output pattern from a sensor array can be made equal to that of an unknown vapor. The mixture composition of aromas can be obtained from the blended ratio in the system. The modification of that ratio is iteratively performed using a nonlinear optimization algorithm.
    Using this system, gasoline concentration was successfully measured in spite of the existence of interference vapors. Then, the optimization algorithm such as gradient descent method was improved and its accuracy and the stability was enhanced.
    Finally, the application to fragrances was studied. The identification of various essential oils, the separation among optical isomers were successfully performed. Moreover, the experiments on quantifying the mixture composition of several fundamental compounds in fragrances were performed.

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  • Study on New LB films with Molecular-Janction System

    Grant number:03402032  1991 - 1994

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for General Scientific Research (A)  Grant-in-Aid for General Scientific Research (A)

    MORIZUMI Toyosaka, NAKAMOTO Takamichi, KUDO Kazuhiro, IWAMOTO Mitumasa

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    Grant amount:\32100000 ( Direct Cost: \32100000 )

    The purpose of the present study is to establish the "new LB method" by which a patterned region of functional molecules can be implemented in a lipid monolayr, to realize three-dimensional integrated molecular system by combining the pattterned monolayrs, and to finally apply the system to a electronic device.
    The three "new LB methods" have been developed ; "partial-casting", "droplet-surface casting" and "adsorption LB" methods. In the partially-casting method, a outer force is applied locally onto a monolayr on water subphase in order to open a small hole, and functional molecules are injected into the hole. The outer force is a physical one such as an electric field, forces in a meniscus region or by a frame, etc. The filament of a conduting polymer LB film can be formed by using the meniscus region, which will be mentioned below. The most realistic one among partial-casting methods is the droplet-surface casting method, in which a small water droplet (several tens of mu m to 1 mm in diameter) is pushed out of a tapered glass pipette and functional molecules are cast on the droplet. If a substrate surface is attached onto the droplet, the spread molecules are transferred and a patterned mlecular film can be deposited on it. In the adsorption LB method, a self-organizing property due to the chemical structures and the polarity of dye molecules and an controling electric field are used for preparing molucular junctions or aggregation system in LB films..
    Several applications have been found by the new LB method. One of the most prominent ones is the deposition of plural lipid molecular films by the droplet-surface casting on integrated SAW devices for realization of an highly sensitive (several ppm range) SAW multi-channel gas or odor sensors.
    The filament formation of conducting polymer in a meniscus region can be done by electro polymerization of pyrrole on to an ITO coated substrate after spreading a lipid material and pyrrole on water surface. The technique might be used for wiring to molecular devices.
    Furthermore, the purchased scaning-probe microscope enabled us to observe the molecular images, surface morphology and surface-potential images of the deposited molecular films.

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  • 脂質膜流動性が与える水晶振動子Q変化を利用したにおいセンサ

    Grant number:03750343  1991

    日本学術振興会  科学研究費助成事業 奨励研究(A)  奨励研究(A)

    中本 高道

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    Grant amount:\800000 ( Direct Cost: \800000 )

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  • Development of Neuro-Intelligent Sensor and its application to quality control of whiskey aroma

    Grant number:02555087  1990 - 1991

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Developmental Scientific Research (B)  Grant-in-Aid for Developmental Scientific Research (B)

    MORIZUMI Toyosaka, OBIKANE Yasuo, ASAKURA Yasuo, SAITO Sachiko, NAKAMOTO Takamichi

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    Grant amount:\10800000 ( Direct Cost: \10800000 )

    An odor sensor was developed for the application of quality control of whiskey aroma in the present study. The output patterns from plural quartz-resonator sensors with partially overlapped specificity are rcoonized by an artificial neural network in this odor sensing system.
    It was indispensable to discriminate closely similar aromas of whisakeys in whiskey quality control, and an odor sensor would be quite promising for that discrimination. Therefore, the research was performed for the purpose of realizing the sensor with a high identification capability. In order to raise the capability, sorption membranes suitable for identifying whiskey aromas were selected, and the data variation was reduced by improving the measurement system.
    In the preliminary stage, the membranes were selected among stationary phase materials for gas chromatography and cellulosic ones using a statistical method. Later, several lipid membranes, which are the components of a biological cell, were added to the membrane set.
    The measurement system was modified as follows. Stainless steel was adopted as the material of the sample flow system to reduce the adsorption on the internal wall. A mass-flow controller was introduced to control the air flow rate and keep the aromatic vapor supply to the sensor cell constant. A thermoregulator was used to stabilize the temperature of the sample bottles and sensors so that the vapor pressure and the sensor sensitivity could be kept constant. As a result of these system modifications, the data variations of the sensors were reduced to 0.3%. After the membrane selection and the system modification, the recognition probability of whiskey aroma, which were difficult to identify before this study, was raised to more than 90%.
    The prototype system for an industrial use was set at a whiskey manufacturer, and the recognition probability was found almost 90% when the whiskey identification was performed. The data necessary for developint the system furthermore is now being gathered.

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  • 逆伝搬学習回路の開発とにおいセンサへの応用

    Grant number:02750316  1990

    日本学術振興会  科学研究費助成事業 奨励研究(A)  奨励研究(A)

    中本 高道

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    Grant amount:\900000 ( Direct Cost: \900000 )

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  • Design of ASIC for sensor information processing

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    Grant type:Competitive

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  • 化学センシングシステム

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    Grant type:Competitive

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  • センサ情報処理用ASICチップの設計

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    Grant type:Competitive

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  • Chemical sensing system

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    Grant type:Competitive

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