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Multicopter flight control by BCI using compressed sensing sparse model

Research Project

Project/Area Number 18K11413
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 61020:Human interface and interaction-related
Research InstitutionDoshisha University

Principal Investigator

Itoh Toshiaki  同志社大学, 生命医科学部, 教授 (60201927)

Co-Investigator(Kenkyū-buntansha) 蔡 東生  筑波大学, システム情報系, 准教授 (70202075)
浅井 信吉  会津大学, コンピュータ理工学部, 上級准教授 (80325969)
松島 正知  同志社大学, 生命医科学部, 助教 (30755640)
奥山 祐市  会津大学, コンピュータ理工学部, 准教授 (90404897)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords脳波による制御システム / BCI / EEG / 信号処理 / ドローン飛行制御 / 脳波解析 / 協調系 / 飛行制御 / マルチコプター / ドローン / センシング・スパースモデル
Outline of Final Research Achievements

We proposed a mathematical model of electrical signal generation in nerve cells regarding the mechanism of EEG generation as the basis of EEG control. In addition, we investigated the currently available technologies for various mechanical interfaces related to drone control devices and the software associated with them and obtained basic knowledge and technologies that will be used in the future. To ensure the safety of drone control, we have developed a system that acquires the position information of the drone and automatically lands the drone when it deviates from the safe area. As a good cooperative system for the drone control in a virtual space without real body movements by brain waves, we have developed the reliable control system by user's sense of immersion in the space deepens. As a proposal for this collaborative system, we proceeded with research on control by transferring body sensations to avatars in virtual space.

Academic Significance and Societal Importance of the Research Achievements

BCIの応用は今後必須の技術だが,未だ信頼性が必要となる制御対象に応用できない.従来のEEG(BCI)制御は脳活動の一部情報だけを受動的に用いるため,制御での信頼性が確保できない.当研究はBCI制御系を,周辺装置と人との協調系ととらえなおした制御システムの開発を進めた.また高度先端技術を国際的競争力の資源とすべき日本でのドローン技術は遅れたが,関連周辺技術の開発にはまだ余地がある.BCIを用いた安全・信頼性のあるドローン飛行制御技術は,人が密集する場所が多い日本での克服すべき研究課題である.先端的装置(BCI)による障がい者サポート用自立機器などへの福祉分野への応用でも意義がある.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (18 results)

All 2021 2020 2019 2018 Other

All Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 5 results) Presentation (10 results) (of which Int'l Joint Research: 3 results) Remarks (3 results)

  • [Journal Article] 非一様な計算周期を持つ非同期分散シミュレータが生成する時空間パターン2021

    • Author(s)
      山岡久俊, 蔡東生
    • Journal Title

      形の科学会誌

      Volume: 35,2 Pages: 89-100

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大規模なインタラクティブシミュレーションのためのデータの階層化と拡散を特徴とする分散システム2021

    • Author(s)
      山岡久俊, 蔡東生
    • Journal Title

      情報処理学会論文誌

      Volume: 62,2 Pages: 548-559

    • NAID

      170000184369

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimizing Deep-Neural-Network-Driven Autonomous Race Car Using Image Scaling2020

    • Author(s)
      Yaqub Mahmoud, Yuichi Okuyama, Tomohide Fukuchi, Iori Ando, Kosuke Tanaka
    • Journal Title

      ACM Chapter Proceedings on Educational Technology, Language & Technical Communication (ETLTC2020)

      Volume: 12 Pages: 8-8

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Robot motion design using bunraku emotional expressions - focusing on Jo-Ha-Kyu in sounds and movements2019

    • Author(s)
      Dong Ran, Chen Yang, Cai Dongsheng, Nakagawa Shinobu, Higaki Tomonari
    • Journal Title

      Advanced Robotics

      Volume: 34(5) Pages: 229-312

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ヒルベルト-ファン変換を用いたダンスモーション解析2019

    • Author(s)
      董 然, 蔡 東生
    • Journal Title

      電子情報通信学会和文論文誌(D)

      Volume: J102-D(12) Pages: 843-853

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] ersatile Tensor Acceleratorを用いたCNNベースの自動運転の評価2021

    • Author(s)
      植月俊博,奥山祐市,ベン アブダラ アブデラゼク
    • Organizer
      情報処理学会東北支部研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] OpenVSLAMリアルタイム処理のための組み込みシステムにおける性能解析2021

    • Author(s)
      山田快,奥山祐市,ベン アブダラ アブデラゼク
    • Organizer
      情報処理学会東北支部研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] パラメータを直接更新する学習方法を採用するスパイキングニューラルネットワーク実装の高速化2021

    • Author(s)
      新明洋平,奥山祐市,ベン アブダラ アブデラゼク
    • Organizer
      情報処理学会東北支部研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Hardware Implementation of Feature-based Image Alignment for Semi-direct Visual Odometry2020

    • Author(s)
      荒川麻衣子, 奥山祐市, Ben A. Abderazek
    • Organizer
      第4回情報処理学会東北支部研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] The Beauty of Breaking Rhythms: Affective Robot Motion Design Using JoHa-Kyu of Bunraku Puppet2019

    • Author(s)
      Chen Yang, Dong Ran, Cai Dongsheng, Nakagawa Shinobu, Tomonari Higaki, Nobuyoshi Asai
    • Organizer
      SIGGRAPH 2019:ACM SIGGRAPH 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 神経スパイクモデルの連立微分方程式の数値解法について2019

    • Author(s)
      伊藤利明
    • Organizer
      日本応用数理学会2019年度年会
    • Related Report
      2019 Research-status Report
  • [Presentation] Horizontal-based Attitude Estimation for Real-time UAV control2018

    • Author(s)
      Maiko Arakawa, Yuichi Okuyama, Shunsuke Mie, Ben Abdallah Abderazek
    • Organizer
      The 17th International Conference on Computer Applications (ICCA 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 位置情報を利用した自動機械の動作制限システムの設計2018

    • Author(s)
      嶺岸 金太郎, 弥栄 俊介, 奥山 祐市, 浅井 信吉
    • Organizer
      第4回情報処理学会東北支部研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] ODEとコネクトーム2018

    • Author(s)
      伊藤 利明
    • Organizer
      応用数理学会
    • Related Report
      2018 Research-status Report
  • [Presentation] Simplified Quadcopter Simulation Model for Spike-Based Hardware PID Controller using SystemC-AMS2018

    • Author(s)
      Shunsuke Mie, Yuichi Okuyama, and Hiroaki Saito
    • Organizer
      2018 IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Remarks] 脳波でドローンを飛ばそう-Fly Drones by EEG!

    • URL

      http://bcidrone.xsrv.jp/

    • Related Report
      2020 Annual Research Report
  • [Remarks] 脳波でドローンを飛ばそう

    • URL

      http://bcidrone.xsrv.jp/

    • Related Report
      2019 Research-status Report 2018 Research-status Report
  • [Remarks] 研究集会「常微分方程式の数値解法とその周辺」

    • URL

      http://www.cas.cmc.osaka-u.ac.jp/~paoon/ODE-jp-2016/reference/

    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

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