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Development of adoptive nonlinear myoelectric signal detection technique for user-friendly man-machine interface

Research Project

Project/Area Number 18H01487
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 21060:Electron device and electronic equipment-related
Research InstitutionHokkaido University

Principal Investigator

Kasai Seiya  北海道大学, 量子集積エレクトロニクス研究センター, 教授 (30312383)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2020: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2019: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2018: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Keywords筋電検出 / 非線形 / 感覚フィードバック
Outline of Final Research Achievements

In this study, we developed a user-friendly man-machine interface (MMI) that can detect the user's motion and intention using surface electric myosignal (EMS). The newly developed MMI includes the reduction of the error in the EMS detection and a MMI-integrable vibration haptic feedback device with rich expression. The EMS detection error was reduced by a self-parameter optimization mechanism in our unique nonlinear EMS detection technique, which could make the system adaptive to the user and the environment. We also showed an artificial haptic device integrating two small vibration motors that could generate a super-low frequency vibration down to 2.5 Hz by beating, which was two orders of magnitude smaller than that from single motor.

Academic Significance and Societal Importance of the Research Achievements

本研究により、使用者の動きや意図を読み取る筋電検出に非線形工学を適用する独自手法により難点を克服する新しい技術を創り出した。また、振動をとおして使用者に情報伝達する人工感覚の情報量を大幅に増やす方法を開拓した。これらの成果は、直感的な操作を可能にする筋電型インターフェースの問題点を解決し「思い通り」の操作体験を提供できるようするものであり、操作手順が煩雑な種々の機器を使いやすくする技術につながる。

Report

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

    (39 results)

All 2021 2020 2019 2018 Other

All Int'l Joint Research (1 results) Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 1 results) Presentation (23 results) (of which Int'l Joint Research: 8 results,  Invited: 7 results) Book (1 results) Remarks (4 results) Patent(Industrial Property Rights) (4 results)

  • [Int'l Joint Research] AGH University of Science and Technology(ポーランド)

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Effect of asymmetric deformation dynamics in amoeboid organism on its search ability2021

    • Author(s)
      Saito Kenta、Suefuji Naoki、Kasai Seiya
    • Journal Title

      Bioinspiration & Biomimetics

      Volume: 16 Issue: 3 Pages: 036003-036003

    • DOI

      10.1088/1748-3190/abe6f9

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Current timer switch in a GaAs-based nanowire coupled with polyoxometalate nanoparticle and conductive AFM tip2020

    • Author(s)
      Sasaki Kentaro、Saito Shunsuke、Kasai Seiya
    • Journal Title

      Japanese Journal of Applied Physics

      Volume: 59 Issue: 10 Pages: 105005-105005

    • DOI

      10.35848/1347-4065/abb9c9

    • NAID

      120007151360

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Amoeba-inspired analog electronic computing system integrating resistance crossbar for solving the travelling salesman problem2020

    • Author(s)
      Saito Kenta、Aono Masashi、Kasai Seiya
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1

    • DOI

      10.1038/s41598-020-77617-7

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of feedback delays on solution quality in amoeba-inspired computing system that solves traveling salesman problem2020

    • Author(s)
      Saito Kenta、Kasai Seiya
    • Journal Title

      Applied Physics Express

      Volume: 13 Issue: 11 Pages: 114501-114501

    • DOI

      10.35848/1882-0786/abbfe1

    • NAID

      120007168166

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Amoeba-inspired electronic computing system and its application to autonomous walking of a multi-legged robot2018

    • Author(s)
      K. Saito, N. Suefuji, S. Kasai, and M. Aono
    • Journal Title

      Journal of Applied Logics

      Volume: 5 Pages: 1799-1814

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Amoeba-Inspired Electronic Solution-Searching System and Its Application to Finding Walking Maneuver of a Multi-legged Robot2018

    • Author(s)
      K. Saito, N. Suefuji, S. Kasai, and M. Aono
    • Journal Title

      Proceedings of 2018 IEEE 48th International Symposium on Multiple-Valued Logic

      Volume: ISMVL2018 Pages: 127-131

    • DOI

      10.1109/ismvl.2018.00030

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] Electronic implementation of nature-inspired functionalities dealing with fluctuations2021

    • Author(s)
      S. Kasai
    • Organizer
      MJIIT-UTM Nanotech: Materials and Devices 2021 Prominent Lecture Series
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stochastic resonance in electronics2021

    • Author(s)
      S. Kasai
    • Organizer
      Krakow Condensed Matter (UPeL) Seminar
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 非線形エサキダイオードを用いた電子リザバーノードの構成と結合2021

    • Author(s)
      齋藤俊介,河口研一,葛西誠也
    • Organizer
      第68回応用物理学会春季学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Evaluation of Solution Search Performance of Amoeba-Inspired Electronic Computing System for Solving Maximum Cut Problem2020

    • Author(s)
      K. Saito, S. Kasai, M. Aono
    • Organizer
      2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] リザバーコンピュータに向けたエサキダイオード非線形発振ノードの基礎的検討2020

    • Author(s)
      齋藤俊介,河口研一,葛西誠也
    • Organizer
      第11回分子アーキテクトニクス研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] アナログ電子アメーバにおける遅延による不安定状態の解探索性能への影響評価2020

    • Author(s)
      斉藤健太,葛西誠也,青野真士
    • Organizer
      第81回応用物理学会秋季学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 確率的傾斜法を用いた粘菌型自律歩行ロボットの歩行効率化2020

    • Author(s)
      大沼柊,斉藤健太,葛西誠也,青野真士
    • Organizer
      第81回応用物理学会秋季学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ガウス分布関数の相対変化率の発散とまさつがない双安定系の確率共鳴2020

    • Author(s)
      葛西誠也
    • Organizer
      第81回応用物理学会秋季学術講演会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 粘菌型自律歩行ロボットの身体感覚による路面状態センシング2020

    • Author(s)
      大沼柊、斉藤健太、末藤直樹、葛西誠也、青野真士
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 非線形電子デバイスによる生物機能の模倣と理解2020

    • Author(s)
      葛西誠也
    • Organizer
      電子情報通信学会システムナノ技術に関する特別研究専門委員会(SNT)第3回研究会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Nature- and bio-inspired electronic devices making use of fluctuation2020

    • Author(s)
      葛西誠也
    • Organizer
      ナノ学会ナノ機能・応用部会合同研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 振動型感覚フィードバックシステムにおける皮膚振動情報の定量評価2019

    • Author(s)
      田嶋孝一、稲田一稀、葛西誠也
    • Organizer
      2019年電子情報通信学会ソサイエティ大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 粘菌型自律歩行ロボット行動決定のための動態時系列センシング2019

    • Author(s)
      大沼柊、斉藤健太、末藤直樹、葛西誠也、青野真士
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Amoeba-inspired electronic computer solving optimization problem2019

    • Author(s)
      S. Kasai
    • Organizer
      International Symposium for Neuromorphic Hardware Research Center
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 最適化問題を解く電子アメーバとその応用2019

    • Author(s)
      葛西誠也、青野真士、斉藤健太、末藤直樹
    • Organizer
      第66回応用物理学会春季学術講演会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 粘菌に着想を得たTSP解探索アルゴリズムの電子回路実装2019

    • Author(s)
      斉藤健太、末藤直樹、葛西誠也、青野真士
    • Organizer
      第66回応用物理学会春季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 非同期CMOS 論理回路に問題をマッピングしたアメーバ型解探索電子システムの動的挙動2019

    • Author(s)
      末藤直樹、斉藤健太、青野真士、葛西誠也
    • Organizer
      第66回応用物理学会春季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Electronic Representation of Nature-inspired Functions for Nano-scale Electronic Systems2018

    • Author(s)
      S. Kasai
    • Organizer
      Nanotech Malaysia 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stochastic resonance in electron devices and its application2018

    • Author(s)
      S. Kasai
    • Organizer
      ACSIN 2018 Informal Satellite Workshop Material Intelligence -Unconventional Computing by Network-based Materials-
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Amoeba-inspired electronic solution-searching system and its application to finding walking maneuver of a multi-legged robot2018

    • Author(s)
      K. Saito, N. Suefuji, S. Kasai, and M. Aono
    • Organizer
      2018 IEEE 48th International Symposium on Multiple-Valued Logic (ISMVL2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] User-adaptive Surface Myoelectric Signal Detection System Using Nonlinear Device Network2018

    • Author(s)
      K. Inada, K. Tajima, and S. Kasai
    • Organizer
      2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 電子アメーバSAT解探索システムにおけるエラーと解探索効率の相関2018

    • Author(s)
      斉藤健太、葛西誠也、青野真士
    • Organizer
      2018電子情報通信学会ソサイエティ大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 粘菌アメーバ型最適化問題解探索にもとづく4脚ロボットの自律歩行2018

    • Author(s)
      末藤直樹、斉藤健太、葛西誠也、青野真士
    • Organizer
      2018電子情報通信学会ソサイエティ大会
    • Related Report
      2018 Annual Research Report
  • [Book] 分子アーキテクトニクス 単分子技術が拓く新たな機能 (CSJカレントレビュー) 、3章 Basic concept-4:揺らぎを利用したエレクトロニクス2018

    • Author(s)
      葛西誠也
    • Total Pages
      8
    • Publisher
      化学同人
    • ISBN
      9784759813913
    • Related Report
      2018 Annual Research Report
  • [Remarks] 研究室HP

    • URL

      https://www.rciqe.hokudai.ac.jp/labo/qid/

    • Related Report
      2020 Annual Research Report
  • [Remarks] 学内研究紹介記事

    • URL

      https://www.ist.hokudai.ac.jp/netjournal/net_44_1.html

    • Related Report
      2020 Annual Research Report
  • [Remarks] 研究室ホームページ

    • URL

      http://www.rciqe.hokudai.ac.jp/labo/qid/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 北海道大学大学院情報科学院/大学院情報科学研究院 ネットジャーナル44

    • URL

      https://www.ist.hokudai.ac.jp/netjournal/net_44_1.html

    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] パルス発生回路2021

    • Inventor(s)
      葛西誠也,末藤直樹
    • Industrial Property Rights Holder
      北海道大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2021-012464
    • Filing Date
      2021
    • Related Report
      2020 Annual Research Report
  • [Patent(Industrial Property Rights)] 非一様解探索システム、非一様解探索方法及び非一様解探索プログラム2020

    • Inventor(s)
      青野真士,葛西誠也,大古田香織,福田真悟
    • Industrial Property Rights Holder
      Amoeba Energy,北海道大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2020-184993
    • Filing Date
      2020
    • Related Report
      2020 Annual Research Report
  • [Patent(Industrial Property Rights)] ロボット、ロボット制御方法、およびプログラム2018

    • Inventor(s)
      葛西誠也、斉藤健太、末藤直樹、青野真士
    • Industrial Property Rights Holder
      葛西誠也、斉藤健太、末藤直樹、青野真士
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-093128
    • Filing Date
      2018
    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] デバイス2018

    • Inventor(s)
      葛西誠也、斉藤健太、青野真士
    • Industrial Property Rights Holder
      葛西誠也、斉藤健太、青野真士
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-093127
    • Filing Date
      2018
    • Related Report
      2018 Annual Research Report

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

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