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A Study of Estimation method for Biological behavior of a Vehicle Driver using Steering Wheel Sensor System

Research Project

Project/Area Number 21760195
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionToyohashi University of Technology

Principal Investigator

IMAMURA Takashi  Toyohashi University of Technology, 大学院・工学研究科, 助教 (10422809)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Keywords感性情報学 / 交通事故 / モデル化 / ユーザインタフェース / 把持行動 / 非侵襲計測 / 機械学習
Research Abstract

This study aims to realize the reducing of car accident caused by driver's behavior and to development an estimation method for physical and psychological stress of the vehicle driver. The steering wheel sensor system which has 32 points of small pressure sensors and can measure for grasping forces and patterns of vehicle driver had proposed from the viewpoint of driver's behavior analysis. By using this sensor system, grasp behavior and biological signals of driver were measured and correspondence analysis for these data has been conducted. And, the validity of the proposed measurement and estimation method for the driving support also has confirmed through the experiments and analysis results.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (20 results)

All 2011 2010 2009 Other

All Presentation (17 results) Remarks (3 results)

  • [Presentation] 自動車運転の予防安全技術に関する研究事例紹介2011

    • Author(s)
      今村孝, 章忠, 三宅哲夫
    • Organizer
      豊川商工会議所産学連携推進協議会
    • Year and Date
      2011-03-23
    • Related Report
      2010 Final Research Report
  • [Presentation] 自動車運転の予防安全技術に関する研究事例紹介2011

    • Author(s)
      今村孝, 章忠, 三宅哲夫
    • Organizer
      豊川商工会議所 産学連携推進協議会
    • Place of Presentation
      豊川,豊川商工会議所(招待講演)
    • Year and Date
      2011-03-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] A Study of Classification for Driver's Normality Using Cooperativeness of Driving Behaviors, International Conference on Innovative Computing2011

    • Author(s)
      Takashi Imamura, Hagito Yamashita, Zhong Zhang, Tetsuo Miyake
    • Organizer
      Information and Control 2010(ICICIC2010, Dec.20-22, 2010,Xi'an, China) ICIC Express letters, Part B: Applications pp.647-652 Vol.2, Num.3
    • Related Report
      2010 Final Research Report
  • [Presentation] Estimation method for Driver's Intentions using Hidden Markov Models, Toyohashi University of Technology2010

    • Author(s)
      T.Imamura, T.Takahashi, Z.Zhang, T.Miyake
    • Organizer
      Proceedings of the International Symposium on Electronics-Inspired Interdisciplinary Research, pp.71
    • Year and Date
      2010-11-16
    • Related Report
      2010 Final Research Report
  • [Presentation] 自動車運転時における,心理実験のデザインとその効果の検討2010

    • Author(s)
      笠井かおり, 章忠, 今村孝, 三宅哲夫
    • Organizer
      第11回公益社団法人計測自動制御学会システムインテグレーション部門講演会(SI2010)pp.390-393
    • Related Report
      2010 Final Research Report
  • [Presentation] Estimation for Driver's Intentions in Straight Road Environment using Hidden Markov Models2010

    • Author(s)
      T.IMAMURA, T.TAKAHASHI, Z.ZHANG, T.MIYAKE
    • Organizer
      Proc.of IEEE International Conference on System, Man and Cybernetics(SMC2010 pp.2971-2974)
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2010 Final Research Report
  • [Presentation] Estimation for Driver's Intentions in Straight Road Environment using Hidden Markov Models2010

    • Author(s)
      T.IMAMURA, T.TAKAHASHI, Z.ZHANG, T.MIYAKE
    • Organizer
      IEEE International Conference on System, Man and Cybernetics(SMC2010)
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2010 Annual Research Report
  • [Presentation] A Study of Classification for Driver's Normality Using Cooper ativeness of Driving Behaviors2010

    • Author(s)
      Takashi Imamura, Hagito Yamashita, Zhong Zhang, Tetsuo Miyake
    • Organizer
      International Conference on Innovative Computing, Information and Control 2010 (ICICIC2010)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2010 Annual Research Report
  • [Presentation] 自動車運転時における,心理実験のデザインとその効果の検討2010

    • Author(s)
      笠井かおり, 章忠, 今村孝, 三宅哲夫
    • Organizer
      第11回公益社団法人計測自動制御学会システムインテグレーション部門講演会(SI2010)
    • Place of Presentation
      仙台,東北大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] Synchronized Instrumentation for Driving Behavior and Bilogical Information using a Steering Wheel Sensor2009

    • Author(s)
      T Imamura, Z Zhang, T Miyake, K Sawada
    • Organizer
      International Symposium 2009 in Tokyo -"Advanced Intelligence" developed with Smart Sensing-
    • Place of Presentation
      東京,学術総合センター
    • Year and Date
      2009-11-06
    • Related Report
      2009 Annual Research Report
  • [Presentation] Synchronized Instrumentation for Driving Behavior and Biological Information using a Steering Wheel Sensor, Proceedings of the International Symposium 2009 in Tokyo -"Advanced Intelligence" developed with Smart Sensing -2009

    • Author(s)
      Takashi Imamura, Zhong Zhang, Tetsuo Miyake, Kazuaki Sawada
    • Organizer
      Toyohashi University of Technology Global COE Program pp.79
    • Place of Presentation
      Tokyo JAPAN
    • Year and Date
      2009-11-05
    • Related Report
      2010 Final Research Report
  • [Presentation] 音声・画像・生体情報を統合する適応運転支援システムに関する研究2009

    • Author(s)
      今村孝, 章忠, 三宅哲夫
    • Organizer
      自動車技術会工レクトロニクス研究会
    • Place of Presentation
      東京,自動車技術会
    • Year and Date
      2009-06-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] ハンドルセンサを用いた運転時把持行動の計測と解析2009

    • Author(s)
      今村孝, 竹内優斗, 章忠, 三宅哲夫
    • Organizer
      第10回計測自動制御学会システムインテグレーション部門講演会(SI2009) p.360-361
    • Related Report
      2010 Final Research Report
  • [Presentation] Modeling Driver Operation Behavior by Linear Prediction Analysis and Auto associative Neural Network2009

    • Author(s)
      Othman Md Rizal, Zhong Zhang, Takashi Imamura, Tetsuo Miyake
    • Organizer
      Proceeding of The 2009 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC2009 pp.655-659)
    • Place of Presentation
      San Antonio USA
    • Related Report
      2010 Final Research Report
  • [Presentation] Development of a Sensor System for Grasp Behavior on a Steering Wheel2009

    • Author(s)
      Takashi Imamura, Zhong Zhang, Tetsuo Miyake, Othman MD Rizal
    • Organizer
      Proceeding of The 2009IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC2009 pp.256-260)
    • Place of Presentation
      San Antonio USA
    • Related Report
      2010 Final Research Report
  • [Presentation] Development of a Sensor System for Grasp Behavior on a Steering Wheel2009

    • Author(s)
      T Imamura, Z Zhang, T Miyake, Othman MD Rizal
    • Organizer
      The 2009 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC2009)
    • Place of Presentation
      San Antonio, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] ハンドルセンサを用いた運転時把持行動の計測と解析2009

    • Author(s)
      今村孝, 竹内優斗, 章忠, 三宅哲夫
    • Organizer
      第10回計測自動制御学会システムインテグレーション部門講演会(SI2009)
    • Place of Presentation
      東京,芝浦工業大学
    • Related Report
      2009 Annual Research Report
  • [Remarks] ホームページ等

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://is.pse.tut.ac.jp

    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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