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Development of a control method for OT-assist suits based on EEG and EMG signals

Research Project

Project/Area Number 24800087
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Rehabilitation science/Welfare engineering
Research Institution国立障害者リハビリテーションセンター(研究所)

Principal Investigator

KAWASE Toshihiro  国立障害者リハビリテーションセンター(研究所), 研究所 脳機能系障害研究部, 流動研究員 (40633904)

Project Period (FY) 2012-08-31 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsリハビリテーション / パワーアシスト / 表面筋電位 / ブレイン・マシン・インタフェース
Research Abstract

Biological signals are used to control robotic exoskeletons. Our research group has developed a Brain-Machine Interface (BMI)-based Occupational Therapy Assist Suit (BOTAS), which can be controlled by both electroencephalography (EEG) and electromyography (EMG) signals. We developed a new method for estimating the joint angles of the arms and hands for the BOTAS from EMG signals using mathematical musculoskeletal models. The participants could control the BOTAS empowered by the method. These results suggest that the method is potentially useful for controlling robotic exoskeletons in patients with paralyzed arms and fingers.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • Research Products

    (15 results)

All 2014 2013 2012 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (9 results)

  • [Journal Article] Estimating joint angles from biological signals for multi-joint exoskeletons2014

    • Author(s)
      Toshihiro Kawase, Takeshi Sakurada, Yasuharu Koike, Kenji Kansaku
    • Journal Title

      Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics

      Volume: (in press)

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A BMI-based occupational therapy assist suit : asynchronous control by SSVEP2013

    • Author(s)
      Sakurada, T., Kawase, T., Takano, K., Komatsu, T. and Kansaku, K.
    • Journal Title

      Frontiers in Neuroscience

      Volume: Vol.7, No.172

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Implementation of a beamforming technique in real-time magnetoencephalography2013

    • Author(s)
      Ora, H., Takano, K., Kawase, T., Iwaki, S., Parkkonen, L. and Kansaku, K.
    • Journal Title

      Journal of Integrative Neuroscience

      Volume: Vol.12, No.3 Pages: 331-341

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A BMI-based occupational therapy assist suit: asynchronous control by SSVEP.2013

    • Author(s)
      Sakurada, T., Kawase, T., Takano, K., Komatsu, T., Kansaku, K
    • Journal Title

      Frontiers in Neuroscience

      Volume: 7:172 Pages: 1-10

    • DOI

      10.3389/fnins.2013.00172

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Implementation of a beamforming technique in real-time magnetoencephaloghraphy2013

    • Author(s)
      H. Ora, K. Takano, T. Kawase, S. Iwaki, L. Parkkonen, K. Kansaku
    • Journal Title

      Journal of Integrative Neuroscience

      Volume: 12 Issue: 03 Pages: 331-341

    • DOI

      10.1142/s0219635213500192

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimating joint angles from biological signals for multi-joint exoskeletons

    • Author(s)
      Kawase, T., Sakurada, T., Koike, Y. and Kansaku, K.
    • Journal Title

      Proceedings of the 2014 IEEE In- ternational Conference on Systems, Man, and Cybernetics

      Volume: (in press)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] A BMI-based assist suit for paralyzed elbow and fingers controlled by EEG and EMG2014

    • Author(s)
      Kawase, T., Sakurada, T., Koike, Y. and Kansaku, K.
    • Organizer
      Conference on Systems Neuroscience and Rehabilitation (SNR2014)
    • Place of Presentation
      Tokorozawa (査読無、ポスター)
    • Related Report
      2013 Final Research Report
  • [Presentation] A BMI-based assist suit for paralyzed elbow and fingers controlled by EEG and EMG2014

    • Author(s)
      Toshihiro Kawase, Takeshi Sakurada, Yasuharu Koike, Kenji Kansaku
    • Organizer
      Conference on Systems Neuroscience and Rehabilitation
    • Place of Presentation
      国立障害者リハビリテーションセンター(埼玉県所沢市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] A BCI-based OT-assist suit for paralyzed upper extremities : Grasping movements controlled by EEG and EMG signals2013

    • Author(s)
      Kawase, T., Sakurada, T., Koike, Y. and Kansaku, K.
    • Organizer
      Neuroscience 2013
    • Place of Presentation
      San Diego (374.02, 査読有、ポスター)
    • Year and Date
      2013-11-11
    • Related Report
      2013 Final Research Report
  • [Presentation] A BCI-based OT-assist suit for paralyzed upper extremities controlled by EEG and EMG2013

    • Author(s)
      Kawase, T., Sakurada, T. and Kansaku, K.
    • Organizer
      Conference on Systems Neuroscience and Rehabilitation (SNR2013)
    • Place of Presentation
      Tokorozawa (査読無、ポスター)
    • Related Report
      2013 Final Research Report
  • [Presentation] A BCI-based OT-assist suit for paralyzed upper extremities controlled by EEG and EMG2013

    • Author(s)
      Toshihiro Kawase, Takeshi Sakurada, Kenji Kansaku
    • Organizer
      Conference on Systems Neuroscience and Rehabilitation
    • Place of Presentation
      国立障害者リハビリテーションセンター(埼玉県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 筋骨格モデルを使用した表面筋電位による手先位置推定2012

    • Author(s)
      川瀬利弘,小池康晴,神作憲司
    • Organizer
      電子情報通信学会技術研究報告MBE MEとバイオサイバネティックス
    • Place of Presentation
      仙台 (Vol.112, No.297, 査読無、口頭)
    • Year and Date
      2012-11-16
    • Related Report
      2013 Final Research Report
  • [Presentation] A BCI-based OT-assist suit for paralyzed upper extremities : A combination of EEG and EMG2012

    • Author(s)
      Kawase, T., Sakurada, T. and Kansaku, K.
    • Organizer
      Neuroscience 2012
    • Place of Presentation
      New Orleans (682.06, 査読有、ポスター)
    • Year and Date
      2012-10-16
    • Related Report
      2013 Final Research Report
  • [Presentation] A BCI-based OT-assist suit for paralyzed upper extremities: Grasping movements controlled by EEG and EMG signals

    • Author(s)
      Toshihiro Kawase, Takeshi Sakurada, Yasuharu Koike, Kenji Kansaku
    • Organizer
      Neuroscience 2013
    • Place of Presentation
      San Diego Convention Center (San Diego, US)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 筋骨格モデルを使用した表面筋電位による手先位置推定

    • Author(s)
      川瀬 利弘, 小池 康晴, 神作 憲司
    • Organizer
      電子情報通信学会 MEとバイオサイバネティックス研究会
    • Place of Presentation
      東北大学(宮城県)
    • Related Report
      2012 Annual Research Report

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Published: 2012-11-27   Modified: 2019-07-29  

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