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Development of Power Assistance Technology with Wearable Multiple DOFs Exoskeleton using EEG Signals

Research Project

Project/Area Number 15K00362
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent robotics
Research InstitutionMaebashi Institute of Technology

Principal Investigator

Zhu Chi  前橋工科大学, 工学部, 教授 (20345482)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
KeywordsBMI / 外骨格ロボット / パワーアシスト / 脳波 / 多自由度 / ヒューマンロボットインタラクション / 感覚行動システム
Outline of Final Research Achievements

In this research, the power assistance technology with wearable multiple DOFs exoskeleton using EEG signals by non-invasive BMI (Brain-Machine Interface) is primarily established. In this technology, when the wearer (operator) of the exoskeleton tries to make motion imagery or really implement the tasks of carrying heavy loads or doing rehabilitation, the wearer’s motion intention is recognized and his/her multidimensional force/torques applied to the wearable multiple DOFs exoskeleton are directly estimated from the EEG signals. In this way, with the recognized motion intention and the estimated force/torques, the power assistance is realized with the wearable exoskeleton.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (38 results)

All 2018 2017 2016 2015

All Journal Article (6 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 6 results,  Acknowledgement Compliant: 1 results) Presentation (30 results) (of which Int'l Joint Research: 11 results,  Invited: 6 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] Impact Dynamics-Based Torso Control for Dynamic Walking Biped Robots2018

    • Author(s)
      Xiang Luo, Dan Xia, and Chi Zhu
    • Journal Title

      International Journal of Humanoid Robotics

      Volume: 15 Issue: 03 Pages: 1-25

    • DOI

      10.1142/s0219843618500044

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] EMG estimation from EEG for constructing a power assistance system2017

    • Author(s)
      吉岡将孝,吉川裕一郎,上本和広, 梁宏博, 朱赤
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 83 Issue: 846 Pages: 16-00195-16-00195

    • DOI

      10.1299/transjsme.16-00195

    • NAID

      130005402093

    • ISSN
      2187-9761
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] 脳波(EEG)を用いた装着型多自由度外骨格ロボットのパワーアシスト技術の開発2017

    • Author(s)
      朱赤
    • Journal Title

      Medical Science Digest

      Volume: 43 Pages: 15-21

    • NAID

      40022058074

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Construction of BMI Power Assistance System with the EEG-Torque Model2016

    • Author(s)
      Masataka Yoshioka, Hongbo Liang, Naoya Ueda, Ye Tian and Chi Zhu.
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 4 Issue: 3 Pages: 209-214

    • DOI

      10.2174/2213385204666160817142331

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Effect of Motor Intensity on Motion Imagery with EEG Signal Analysis in Mirror Neuron System2016

    • Author(s)
      K. Uemoto, M. Yoshioka, H. Liang, and C. Zhu
    • Journal Title

      Journal of Neuroscience and Neuroengineering

      Volume: 未定

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] sEMG-Based Identification of Hand Motion Commands Using Wavelet Neural Network Combined With Discrete Wavelet Transform2016

    • Author(s)
      F. Duan, L. Dai, W. Chang, Z. Chen, C. Zhu, and W Li
    • Journal Title

      IEEE Transaction on Industrial Electronics

      Volume: 63 Issue: 3 Pages: 1923-1934

    • DOI

      10.1109/tie.2015.2497212

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 滑りを防ぐための2足歩行ロボットの足裏摩擦の拘束に関する検討2017

    • Author(s)
      高林佑介,石原昂亮,吉岡将孝,朱赤
    • Organizer
      第22回ロボティクスシンポジア
    • Place of Presentation
      群馬・安中
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 脳波-筋電モデルによる関節トルク推定およびロボットアーム操作の実現2017

    • Author(s)
      吉岡将孝,梁宏博,岩田悠,上田直哉,田野,朱赤
    • Organizer
      第22回ロボティクスシンポジア
    • Place of Presentation
      群馬・安中
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 外骨格ロボットのパワーアシストを実現するための主成分分析を用いた肩関節屈曲伸展動作における脳波から表面筋電位の推定2017

    • Author(s)
      梁宏博,朱赤,吉岡将孝,上田直哉,田野,岩田悠
    • Organizer
      第22回ロボティクスシンポジア
    • Place of Presentation
      群馬・安中
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 筋電信号による軽量腕型外骨格パワーアシストスーツの開発2017

    • Author(s)
      劉暢,朱赤,吉岡将孝,梁宏博,千葉遼平
    • Organizer
      第22回ロボティクスシンポジア
    • Place of Presentation
      群馬・安中
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] パワーアシスト用上腕ロボットスーツの開発2017

    • Author(s)
      朱赤
    • Organizer
      ぐんま次世代産業参入促進交流会
    • Place of Presentation
      群馬・高崎
    • Year and Date
      2017-01-24
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Estimation of EMG signal for shoulder joint based on EEG signals for the control of upper-limb power assistance devices2017

    • Author(s)
      Hongbo Liang, Chi Zhu, Masataka Yoshioka, Ueda Naoya, Tian Ye, Yu Iwata, Haoyong Yu, Feng Duan and Yuling Yan
    • Organizer
      IEEE International Conference on Robotics and Automation (ICRA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Construction of Power Assistive System for the Control of Upper Limb Wearable Exoskeleton Robot with Electroencephalography Signals2017

    • Author(s)
      Hongbo Liang, Chi Zhu, Ye Tian, Yu Iwata, Shota Maedono, Haoyong Yu, Yuling Yan and Feng Duan
    • Organizer
      IEEE International Conference on Cyborg and Bionic Systems (CBS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Frictional Constraints on the Sole of a Biped Robot when Slipping2017

    • Author(s)
      Yusuke Takabayashi, Kosuke Ishihara, Masataka Yoshioka, Hongbo Liang, Chang Liu, and Chi Zhu
    • Organizer
      Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Developments of Human-centered Robotic Systems2017

    • Author(s)
      Chi Zhu
    • Organizer
      中国上海交通大学
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 外骨格ロボット装着時における緊張による脳波変化の基礎研究2017

    • Author(s)
      岩田悠,吉岡将孝,梁宏博,上田直哉,田野,朱赤
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 外骨格ロボット装着下での緊張による脳波変化の解析2017

    • Author(s)
      岩田悠,梁宏博,上田直哉,田野,朱赤,吉岡将孝
    • Organizer
      日本電気学会平成29年電気学会産業応用部門大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Brain Machine Interface による上肢のパワーアシストスーツを制御するための肩関節の屈曲 / 伸展運動の推定2017

    • Author(s)
      梁宏博, 上田直哉, 田野, 岩田悠, 前殿翔太, 朱赤
    • Organizer
      日本電気学会平成29年電気学会産業応用部門大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Mirror Neuron System を用いたμ律動減衰による力情報の抽出 に関する研究2017

    • Author(s)
      田野、朱赤
    • Organizer
      第 33 回ライフサポート学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 肘と肩の二関節連動の上肢パワーアシストのための脳波の特徴量抽出に関する基礎研究2017

    • Author(s)
      前殿翔太、梁宏博、田野、岩田悠、朱赤
    • Organizer
      日本電気学会平成29年度第8回栃木・群馬支所合同研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Robotic Augmentation Systems2017

    • Author(s)
      朱赤
    • Organizer
      International Workshop on China's Research and Technology Development
    • Place of Presentation
      中国北京工業大学
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Investigation of the EEG Scalp Distribution for Estimation of Shoulder Joint Torque in the Upper-Limb Power Assistant System2016

    • Author(s)
      Hongbo Liang, Chi Zhu, Masataka Yoshioka, Ueda Naoya, Tian Ye, Yu Iwata, Haoyong Yu, Yuling Yan and Feng Duan
    • Organizer
      The IEEE International Conference on Robotics and Biomimetics (ROBIO2016)
    • Place of Presentation
      Qingdao, China
    • Year and Date
      2016-12-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Design of a Health Care Platform for the Elderly2016

    • Author(s)
      Cui Jining, Song Peipei, Li Wenyu, HAN SHUN, Li Liang, Liu Zhenqiang, DUAN Feng, Zhu Chi, Soo Yewguan
    • Organizer
      The IEEE International Conference on Robotics and Biomimetics (ROBIO2016)
    • Place of Presentation
      Qingdao, China
    • Year and Date
      2016-12-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of a Human Computer Interaction System Based on Multi-Modal Gaze Tracking Methods2016

    • Author(s)
      Han Shuning, Zhu Chi, DUAN Feng, Liu Tianming, Liu ensong, Yu Haoyong, Soo Yewguan
    • Organizer
      The IEEE International Conference on Robotics and Biomimetics (ROBIO2016)
    • Place of Presentation
      Qingdao, China
    • Year and Date
      2016-12-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of A Light Wearable Exoskeleton for Upper Extremity Augmentation2016

    • Author(s)
      Chang Liu, Chi Zhu, Hongbo Liang, Masataka Yoshioka, Yoshitaka Murata and Yongchuan Yu
    • Organizer
      The 2016 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP 2016)
    • Place of Presentation
      Nanjing, China
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] パワーアシストスーツについて2016

    • Author(s)
      朱赤
    • Organizer
      群馬県医療・ヘルスケア展2016
    • Place of Presentation
      群馬・高崎
    • Year and Date
      2016-11-10
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] ミラーニューロンシステム(MNS, MirrorNeuron System)に基づいた脳波と運動強度の関係性の検討2016

    • Author(s)
      朱赤
    • Organizer
      第9回神経機能回復セミナー
    • Place of Presentation
      秋田・仙北市角館
    • Year and Date
      2016-10-22
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Construction of BMI Power Assistance System with the EEG-Torque Model2016

    • Author(s)
      Masataka Yoshioka, Hongbo Liang, Naoya Ueda, Ye Tian and Chi Zhu
    • Organizer
      The 10th ICME International Conference on Complex Medical Engineering (CME 2016)
    • Place of Presentation
      Utsunomiya, Japan
    • Year and Date
      2016-08-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 主成分分析を用いた脳波-トルクモデルによるBMI パワーアシストシステムの構築2016

    • Author(s)
      吉岡将孝,梁宏博,上田直哉,田野,朱赤
    • Organizer
      第21回ロボティクスシンポジア論文集
    • Place of Presentation
      長崎県長崎市
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] 後付け駆動ユニットによる簡易型電動車いすのセンサレスパワーアシストの実現2016

    • Author(s)
      柴山 真史, 王 帥, 朱 赤
    • Organizer
      第21回ロボティクスシンポジア論文集
    • Place of Presentation
      長崎県長崎市
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] Developments of Robotic Power Augmentation Systems2016

    • Author(s)
      朱赤
    • Organizer
      International Workshop on Cyborg and Bionic Systems
    • Place of Presentation
      中国北京理工大学
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Verification the Feasibility of SIGVerse for Human-Robot Interaction Simulation through Following Task2015

    • Author(s)
      W. Li, P. Song, J. T. C. Tan, C. Zhu, F. DUAN
    • Organizer
      Proceedings of the 2015 IEEE Conference on Robotics and Biomimetics, 2015
    • Place of Presentation
      Zhuhai, China
    • Year and Date
      2015-12-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Hierarchical Hand Motions Recognition Method Based on IMU and EMG Sensors2015

    • Author(s)
      W. Chang, L. Dai, S. Sheng, J. T. C. Tan, C. Zhu, F. DUAN
    • Organizer
      Proceedings of the 2015 IEEE Conference on Robotics and Biomimetics, 2015
    • Place of Presentation
      Zhuhai, China
    • Year and Date
      2015-12-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 脳波によるパワーアシストシステム実現のための筋電推定2015

    • Author(s)
      吉岡将孝,梁宏博,上田直哉,田野,朱赤
    • Organizer
      第33回日本ロボット学会 学術講演会
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Research-status Report
  • [Presentation] Brain-Machine Interface によるロボット制御のための主成分分析を用いた脳波からの肩関節の運動推定2015

    • Author(s)
      梁 宏博,朱 赤, 吉岡 将孝,上田 直哉,田野
    • Organizer
      第33回日本ロボット学会 学術講演会
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Research-status Report
  • [Presentation] A Novel Power Add-on Unit for Attendant Propelled Wheelchairs with Sensorless Speed Control and Power Assistance2015

    • Author(s)
      C. Zhu, T. Nakayama, M. Shibayama, M. Yoshioka, H. Liang, Y. Yan, H. Yu, J. Nakajima, H. Shibasaki
    • Organizer
      Proceedings of the International Conference on Rehabilitation Robotics 2015
    • Place of Presentation
      Singapore
    • Year and Date
      2015-08-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Patent(Industrial Property Rights)] パワーアシスト装置2016

    • Inventor(s)
      朱 赤
    • Industrial Property Rights Holder
      朱 赤
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2016-105743
    • Filing Date
      2016-05-27
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] モータ制御装置及びモータ制御方法2015

    • Inventor(s)
      朱 赤、中島 潤
    • Industrial Property Rights Holder
      朱 赤、中島 潤
    • Industrial Property Rights Type
      特許
    • Filing Date
      2015
    • Acquisition Date
      2018
    • Related Report
      2017 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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