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Assessment of human mental state and its application to robot

Research Project

Project/Area Number 24500263
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionOsaka Institute of Technology

Principal Investigator

MIEKO Ohsuga  大阪工業大学, 工学部, 教授 (10351462)

Research Collaborator BOUTANI Hidenori  大阪工業大学大学院, 工学研究科
MATSUO Shingo  大阪工業大学大学院, 工学研究科
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords感性ロボティクス / 低負担計測 / 集中度 / 心拍 / 呼吸
Outline of Final Research Achievements

We tried to detect a decrease in concentration of human who is working on the desk or doing something not to make an alarm but to capture opportunity to interrupt without giving nuisance. Our attention is focused on the indices derived from electrocardiogram (ECG) and respiration, which are more likely to be measured non-intrusively. For ECG we used the capacity coupled electrodes attached on the back of the chair. Respiration was measured detecting the variations of the back pressure using air bags. Executing the experiments simulating two scenes; working with PC and watching TV in the living room, we confirmed that the selected measures change depending on the degree of concentration. The method was implemented that realize the robot’s approaches at the timing of the human’s degraded concentration detected using support vector machine. Further study is necessary to validate the effectiveness of robot’s approach depending on human states.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (7 results)

All 2014 2013 Other

All Presentation (7 results)

  • [Presentation] Detection of a Decrease in Concentration Using Indices Derived from Heart Rate and Respiration Toward Affective Human-Robot Interaction2014

    • Author(s)
      Mieko Ohsuga,Hidenori Boutani
    • Organizer
      5th International Conference on Applied Human Factors and Ergonomics (AHFE 2014)
    • Place of Presentation
      ポーランド,クラコフ
    • Year and Date
      2014-07-19 – 2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Preliminary Study on Nonintrusive Measurement of ECG and Respiration while Sitting on a Chair for Human States Estimation2014

    • Author(s)
      Mieko Ohsuga,Hidenori Boutani
    • Organizer
      1st Asian Conference on Ergonomics and Design (ACED 2014)
    • Place of Presentation
      韓国,済州島
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 呼吸・心拍を用いた人の状態推定2013

    • Author(s)
      大須賀美恵子・棒谷英法
    • Organizer
      第31回日本生理心理学会大会
    • Place of Presentation
      福井大学(福井)
    • Related Report
      2012 Research-status Report
  • [Presentation] 心拍・呼吸を用いたテレビ視聴をしている人の集中度推定

    • Author(s)
      松尾真吾,森田恵理,大須賀美恵子
    • Organizer
      ヒューマンインタフェースシンポジウム2013
    • Place of Presentation
      早稲田大学(東京都新宿区)
    • Related Report
      2013 Research-status Report
  • [Presentation] Assessment of Human State Using Physiological Measures Toward Affective Human-Robot Interaction

    • Author(s)
      Mieko OHSUGA,Shingo MATSUO and Hidenori BOUTANI
    • Organizer
      OIT INTERNATIONAL WORKSHOP ON ROBOTICS
    • Place of Presentation
      大阪工業大学(大阪府大阪市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 人と知的システムのインタラクションのための人の状態推定

    • Author(s)
      大須賀美恵子,松尾真吾,棒谷英法
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2013
    • Place of Presentation
      ピアザ淡海(滋賀県大津市)
    • Related Report
      2013 Research-status Report
  • [Presentation] テレビ視聴中の人に集中低下状態を推定し,ながら運動を働きかけるシステム

    • Author(s)
      松尾真吾,大須賀美恵子
    • Organizer
      第14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
    • Place of Presentation
      神戸国際会議場(兵庫県神戸市)
    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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