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Development of an adaptive motor learning support system based on user' s biological signals using FES

Research Project

Project/Area Number 21800033
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Rehabilitation science/Welfare engineering
Research InstitutionNara Institute of Science and Technology

Principal Investigator

TAMEI Tomoya  Nara Institute of Science and Technology, 情報科学研究科, 研究員 (40548434)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥2,665,000 (Direct Cost: ¥2,050,000、Indirect Cost: ¥615,000)
Fiscal Year 2010: ¥1,274,000 (Direct Cost: ¥980,000、Indirect Cost: ¥294,000)
Fiscal Year 2009: ¥1,391,000 (Direct Cost: ¥1,070,000、Indirect Cost: ¥321,000)
Keywords強化学習 / EMG / モーションキャプチャ / ヒューマンロボットインタラクション / 筋電位信号 / ヒューマン・ロボットインタラクション / FES
Research Abstract

In this stud, I develop a three-dimensional force-vector estimator machine, by means of function approximation whose inputs are user's biological signals such as electromyogram (EMG) and postural information. A reinforcement learning method is also proposed by formulating user's biological signals based human-robot interaction.

Report

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

    (7 results)

All 2011 2010 2009

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (5 results)

  • [Journal Article] Fast Reinforcement Learning for Three-Dimensioninetic Hubot Cooperation with an EMG-to-activation model.2011

    • Author(s)
      Tomoya Tamei, Tomohi Shibato.
    • Journal Title

      Advanced Robotics 25(5)

      Pages: 563-580

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fast Reinforcement Learning for Three-Dimensional Kinetic Human-Rob ot Cooperation with an EMG-to-activation model2011

    • Author(s)
      Tomoya Tamei, Tomohiro Shibata
    • Journal Title

      Advanced Robotics

      Volume: 25/5 Pages: 563-580

    • NAID

      10028240079

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Akira Imai and Tomohiro Shibata. Development of an Adaptive Robotic Trainer : Application to Darts Throwing.2010

    • Author(s)
      Chihiro Obayashi, Tomoya Tamei
    • Organizer
      1st International Conferece on Aplied Bionics and Biomechanics (ICBB 2010)
    • Place of Presentation
      Venice, Italy.
    • Year and Date
      2010-10-15
    • Related Report
      2010 Final Research Report
  • [Presentation] Three-Dimensionl Vitual Force Sensing for Kinetic Interaction with a Robot.2010

    • Author(s)
      Tomo Tamei, Tomohiro Shibata.
    • Organizer
      5th IEEE International Conference on Systems of Systems Engineering (SoSE 2010).
    • Place of Presentation
      Loughborough, UK.
    • Year and Date
      2010-06-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Three-Dimensional Virtual Force Sensing for Kinetic Interaction with a Robot2010

    • Author(s)
      Tomoya Tamei
    • Organizer
      5th IEEE International Conference on Systems of Systems Engineering (SoSE 2010)
    • Place of Presentation
      Loughborough, UK
    • Year and Date
      2010-06-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] ダーツ投擲動作における熟達者と非熟達者の比較2009

    • Author(s)
      大林千尋
    • Organizer
      第24回生体・生理工学シンポジウム(BPES 2009)
    • Place of Presentation
      東北大,仙台
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Comparison of experts and non-experts in throwing darts based on optimization criteria2009

    • Author(s)
      Chihiro Obayashi
    • Organizer
      The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09)
    • Place of Presentation
      Minneapolis, Minnesota, USA
    • Year and Date
      2009-09-04
    • Related Report
      2009 Annual Research Report

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

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