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Research on Power-Assist Robots based on Hybrid Biological Signals

Research Project

Project/Area Number 23560293
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionKyushu University (2012-2013)
Saga University (2011)

Principal Investigator

KIGUCHI Kazuo  九州大学, 工学(系)研究科(研究院), 教授 (90269548)

Co-Investigator(Kenkyū-buntansha) HAYASHI Yoshiaki  佐賀大学, 工学系研究科, 助教 (30549134)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords知能機械 / バイオロボティクス / 生体信号
Research Abstract

In this study, power-assist robots which assist the user' s daily motion or self-rehabilitation motion in accordance with the user' s motion intention in real-time based on hybrid biological signals consist of EMG and EEG signals was studied. The relationship between the human motion and the EMG and EEG was investigated experimentally in this study. Then, methods to estimate user' s motion intention based on both EMG and EEG signals were proposed. The experimental results show the effectiveness of the proposed methods.

Report

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

    (32 results)

All 2014 2013 2012 2011

All Journal Article (12 results) (of which Peer Reviewed: 12 results) Presentation (20 results) (of which Invited: 1 results)

  • [Journal Article] Towards Hybrid EEG-EMG-Based Control Approaches to be Used in Bio-robotics Applications : Current Status, Challenges and Future Directions2013

    • Author(s)
      Thilina Dulantha Lalitharatne, Kenbu Teramoto, Yoshiaki Hayashi, Kazuo Kiguchi
    • Journal Title

      Paladyn Journal of Behavioral Robotics

      Volume: vol.4, no.2 Issue: 2 Pages: 147-154

    • DOI

      10.2478/pjbr-2013-0009

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of User's Motion Intention of Hand based on both EMG and EEG Signals2013

    • Author(s)
      Kazuo Kiguchi, Yoshiaki Hayashi
    • Journal Title

      Proceedings of 10^<th> International Conference on Informatics in Contorol, Automation and robotics(ICINCO2013)

      Pages: 447-452

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Motion Estimation based on EMG and EEG Signals to Control Wearable Robots2013

    • Author(s)
      Yoshiaki Hayashi, Kazuo Kiguchi
    • Journal Title

      Proceedings of IEEE International Conference on Systems, Man, and Cybernetics(SMC2013)

      Pages: 4213-4218

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of Forearm Supination/Pronation Motion Based on EEG Signals to Control an Artificial Arm2013

    • Author(s)
      Kazuo Kiguchi, Thilina Dulantha Lalitharatne, Yoshiaki Hayashi
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 7 Issue: 1 Pages: 74-81

    • DOI

      10.1299/jamdsm.7.74

    • NAID

      130003368534

    • ISSN
      1881-3054
    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Towards Hybrid EEG-EMG-Based Control Approaches to be Used in Bio-robotics Applications: Current Status, Challenges and Future Directions2013

    • Author(s)
      Thilina Dulantha Lalitharatne, Kenbu Teramoto, Yoshiaki Hayashi, Kazuo Kiguchi,
    • Journal Title

      PARADYN Journal of Behavioral Robotics

      Volume: vol.4, no.2 Pages: 147-154

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of User’s Motion Intention of Hand based on both EMG and EEG Signals2013

    • Author(s)
      Kazuo Kiguchi, Yoshiaki Hayashi
    • Journal Title

      Proceedings of 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO2013)

      Volume: なし Pages: 447-452

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Study of EMG and EEG during Perception-Assist with an Upper-Limb Power-Assist Robot2012

    • Author(s)
      Kazuo Kiguchi, Yoshiaki Hayashi
    • Journal Title

      Proceedings of IEEE International Conference on Robotics and Automation (ICRA2012)

      Pages: 2711-2716

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Control of Forearm Supination/Pronation Motion of an Artificial Arm Based on EEG Signals2012

    • Author(s)
      Kazuo Kiguchi, Thilina Dulantha Lalitharatne, Akihiro Yoshino, Yoshiaki Hayashi
    • Journal Title

      Proceedings of 2012 ASME-ISPS / JSME-IIP Joint International Conference on Micromechatronics for Information and Precision Equipment (MIPE2012)

      Pages: 222-224

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Toward EEG control of Upper limb power-assist exoekeletons : A preliminary study of decoding elbow joint velocites using EEG signals2012

    • Author(s)
      Thilina Dulantha Lalitharatne, Akihiro Yoshino, Yoshiaki Hayashi, Kenbu Teramoto, Kazuo Kiguchi
    • Journal Title

      Proceedings of 23rd 2012 International Symposium on Micro-NanoMechatronics and Human Science, (From Micro & Nano Scale Systems to Robotics & Mechatronics Systems) (MHS2012)

      Pages: 422-425

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Study on Effects of Muscle Fatigue on EMG-Based Control for Human Upper-Limb Power-Assist2012

    • Author(s)
      Thilina Dulantha Lalitharatne, Yoshiaki Hayashi, Kenbu Teramoto, Kazuo Kiguchi
    • Journal Title

      Proceedings of International Conference on Information and Automation for Sustainability (ICIAfS 2012)

      Pages: 124-128

    • DOI

      10.1109/iciafs.2012.6419892

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Control of Lower-Limb Power-Assist Robot Based on EEG signals2012

    • Author(s)
      Kazuo Kiguchi, Thilina Dulantha Lalitharatne, Yoshiaki Hayashi
    • Journal Title

      Proceedings of The 2nd IFToMM Asian Conference on Mechanism and Machine Science (Asian-MMS2012)

      Volume: Paper 110

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Toward EEG control of Upper limb power-assist exoekeletons: A preliminary study of decoding elbow joint velocites using EEG signals2012

    • Author(s)
      Thilina Dulantha Lalitharatne, Akihiro Yoshino, Yoshiaki Hayashi, Kenbu Teramoto, Kazuo Kiguchi
    • Journal Title

      Proceedings of 23rd 2012 International Symposium on Micro-NanoMechatronics and Human Science, (From Micro & Nano Scale Systems to Robotics & Mechatronics Systems) (MHS2012)

      Volume: なし Pages: 422-425

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 筋電信号と脳波信号を用いた上腕の動作推定2014

    • Author(s)
      林喜章,山口翔,木口量夫
    • Organizer
      IIP2014情報・知能・精密機器部門(IIP部門)講演会
    • Place of Presentation
      東洋大学白山キャンパス(東京都)
    • Related Report
      2013 Final Research Report
  • [Presentation] 筋電信号と脳波信号を用いた上腕の動作推定2014

    • Author(s)
      林 喜章, 山口 翔, 木口 量夫
    • Organizer
      IIP2014 情報・知能・精密機器部門(IIP部門)講演会
    • Place of Presentation
      東洋大学白山キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] EEG信号を用いた電動義手の関節動作制御に関する研究2013

    • Author(s)
      吉野彰紘,寺本顕武,林喜章,木口量夫
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      つくば国際会議場(茨城県)
    • Related Report
      2013 Final Research Report
  • [Presentation] 脳波信号を用いた人工ニューラルネットワークによる上腕の動作推定2013

    • Author(s)
      山口翔,寺本顕武,林喜章,木口量夫
    • 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(SI2013)
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2013 Final Research Report
  • [Presentation] EEG信号を用いたウェアラブルロボット制御における電極配置に関する研究2013

    • Author(s)
      林喜章,木口量夫
    • Organizer
      日本機械学会情報・知能・精密機器部門講演(IIP2013)
    • Place of Presentation
      東洋大学白山キャンパス(東京都)
    • Related Report
      2013 Final Research Report
  • [Presentation] EEG信号を用いた電動義手の関節動作制御に関する研究2013

    • Author(s)
      吉野彰紘, 寺本顕武, 林喜章, 木口 量夫
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      つくば国際会議場(茨城県つくば市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 脳波信号を用いた人工ニューラルネットワークによる上腕の動作推定2013

    • Author(s)
      山口 翔, 寺本 顕武, 林 喜章, 木口 量夫
    • 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
    • Related Report
      2013 Annual Research Report
  • [Presentation] EEG信号を用いたウェアラブルロボット制御における電極配置に関する研究2013

    • Author(s)
      林喜章,木口量夫
    • Organizer
      日本機械学会情報・知能・精密機器部門講演会(IIP2013)講演論文集
    • Place of Presentation
      東洋大学白山キャンパス(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] EEGを用いた電動義手の肘関節動作に関する研究2012

    • Author(s)
      木口量夫,吉野彰紘,林喜章,寺本顕武
    • Organizer
      第13回計測自動制御学会(SI2012)
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2013 Final Research Report
  • [Presentation] EEG信号計測時の電極配置に関する考察2012

    • Author(s)
      木口量夫,山口翔,林喜章,寺本顕武
    • Organizer
      第13回計測自動制御学会(SI2012)
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2013 Final Research Report
  • [Presentation] ウェアラブルロボットにおけるEEG信号を用いたリアルタイム制御に関する考察2012

    • Author(s)
      木口量夫,吉野彰紘,Lalitharatne Thilina Dulantha,林喜章
    • Organizer
      日本機械学会2012年度年次大会講演会
    • Place of Presentation
      金沢大学角間キャンパス(石川県)
    • Related Report
      2013 Final Research Report
  • [Presentation] 生体情報を用いるパワーアシストシステムのインテリジェンス2012

    • Author(s)
      木口量夫
    • Organizer
      日本機械学会2012年度年次大会講演会
    • Place of Presentation
      金沢大学角間キャンパス(石川県)
    • Related Report
      2013 Final Research Report
  • [Presentation] EEGとEMGをを用いた電動義手の制御2012

    • Author(s)
      吉野彰紘,木口量夫,林喜章
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      アクトシティ浜松(静岡県)
    • Related Report
      2013 Final Research Report
  • [Presentation] EEGとEMGを用いた電動義手の制御2012

    • Author(s)
      吉野彰紘,木口量夫,林喜章
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会論文集
    • Place of Presentation
      アクトシティ浜松(静岡県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 生体情報を用いるパワーアシストシステムのインテリジェンス2012

    • Author(s)
      木口量夫
    • Organizer
      日本機械学会2012年度年次大会講演会論文集
    • Place of Presentation
      金沢大学角間キャンパス(石川県)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] ウェアラブルロボットにおけるEEG信号を用いたリアルタイム制御に関する考察2012

    • Author(s)
      木口量夫,吉野彰紘,Lalitharatne Thilina Dulantha,林喜章
    • Organizer
      日本機械学会2012年度年次大会講演会論文集
    • Place of Presentation
      金沢大学角間キャンパス(石川県)
    • Related Report
      2012 Research-status Report
  • [Presentation] EEG 信号計測時の電極配置に関する考察2012

    • Author(s)
      木口量夫,山口翔,林喜章,寺本顕武
    • Organizer
      第13回計測自動制御学会SI部門講演会(SI2012)講演論文集
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2012 Research-status Report
  • [Presentation] EEG を用いた電動義手の肘関節動作に関する研究2012

    • Author(s)
      木口量夫,吉野彰紘,林喜章,寺本顕武
    • Organizer
      第13回計測自動制御学会SI部門講演会(SI2012)講演論文集
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 上肢パワーアシストロボと操作時の筋電信号と脳波に関する研究2011

    • Author(s)
      木口量夫,林喜章
    • Organizer
      日本機械学会2011年度年次大会
    • Place of Presentation
      東京工業大学(東京都)
    • Related Report
      2013 Final Research Report
  • [Presentation] 上肢パワーアシストロボット操作時の筋電信号と脳波に関する研究2011

    • Author(s)
      木口量夫,林喜章
    • Organizer
      日本機械学会年次大会
    • Place of Presentation
      東京工業大学(東京都)
    • Related Report
      2011 Research-status Report

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

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