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A study about predictive control based on task performance estimation using information of EEG just before the onset of motion

Research Project

Project/Area Number 23560294
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionKansai University

Principal Investigator

SUZUKI Satoshi  関西大学, システム理工学部, 准教授 (50306502)

Co-Investigator(Kenkyū-buntansha) KOTANI Kentaro  関西大学, システム理工学部, 教授 (80288795)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords人間工学 / 生体信号処理 / 意図推定 / 予測制御 / 生体信号計測
Research Abstract

In an attempt to facilitate the use of biological signals for prediction of accuracy of movement just before the onset of movement, we examined the relationships among MRCP parameters as physiological indices and accuracy of task performance. Additionally, we developed a prototype system to detect MRCP parameters using SVM (Support-vector machine) in real-time and to also predict accuracy just before onset of the motion. Based on this findings, the possibility is considered whether it is possible to predict accuracy just before the movement is executed using MRCPs intended to use as one of the assistive method for BMI.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (2 results)

All 2012 Other

All Presentation (2 results)

  • [Presentation] 運動関連電位と運動精度の関係性調査及びその応用に関する検討2012

    • Author(s)
      山岡善樹,中松祐介,横関厚,鈴木哲,朝尾隆文,小谷賢太郎
    • Organizer
      平成24年度日本人間工学会関西支部大会講演論文集, 日本人間工学
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2013 Final Research Report
  • [Presentation] 運動関連電位と運動精度の関係性調査及びその応用に関する検討

    • Author(s)
      山岡善樹,中松祐介,横関厚,鈴木哲,朝尾隆文,小谷賢太郎
    • Organizer
      平成24年度日本人間工学会関西支部大会
    • Place of Presentation
      関西大学(大阪)
    • Related Report
      2012 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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