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Study on self-sustaining living environment support switch based on needs survey of neurological disorder

Research Project

Project/Area Number 15K00762
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Clothing life/Dwelling life
Research InstitutionKogakuin University

Principal Investigator

Hisaya Tanaka  工学院大学, 情報学部(情報工学部), 教授 (80296384)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords神経難病 / ALS / 脳波 / BCI / P300 / 眼電位 / EOG / 電極数 / 電極配置 / 作業療法士
Outline of Final Research Achievements

This research solved the problem of Brain-Computer Interface (BCI) which is one of switches in the living environment of ALS people. Needs survey was conducted for ALS persons and occupational therapists, (1) improvement of character input efficiency, and (2) electrode arrangement according to usage attitude.
(1) We devised a method to shorten character input time while maintaining high character input accuracy. As a result of experiment and simulation, the input time was shortened from 81.6 (sec / char) to 21.1 (sec / char) at best for 1 character, improved by 60.5 seconds.
(2) Electrode placement with less load in life posture where electrode could not be placed in the back of the head was studied. As a result of statistically determining the optimal electrode placement method for ALS patients and conducting experiments, it was possible to maintain 100% correct answer rate from 8 to 1 electrode.

Report

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

    (22 results)

All 2018 2017 2016 2015

All Journal Article (3 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (19 results) (of which Int'l Joint Research: 12 results,  Invited: 1 results)

  • [Journal Article] ALS患者における意思伝達支援装置の入力時間改善2018

    • Author(s)
      北村翔太, 田中久弥
    • Journal Title

      電気学会論文誌C

      Volume: 印刷中

    • NAID

      130007382749

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ERD analysis method in motor imagery brain-computer interfaces for accurate switch input2016

    • Author(s)
      Shuhei Nagamori and Hisaya Tanaka
    • Journal Title

      Journal of Artificial Life and Robotics,

      Volume: 22 Issue: 1 Pages: 83-89

    • DOI

      10.1007/s10015-016-0336-z

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 障がい者の生活支援のための脳波インタフェース技術2015

    • Author(s)
      田中久弥
    • Journal Title

      日本印刷学会誌

      Volume: 52-4 Pages: 7-11

    • NAID

      130005099065

    • Related Report
      2015 Research-status Report
  • [Presentation] Research on bio-signal switches using multi sensors2017

    • Author(s)
      Daisuke TAMAKI and Hisaya TANAKA
    • Organizer
      8th International Conference on Applied Human Factors and Ergonomics (AHFE 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 生体スイッチのための眼電位解析アルゴリズム2017

    • Author(s)
      環 大介, 田中 久弥
    • Organizer
      ヒューマンインタフェースシンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] BCI文字推定法の改善による文字入力時間の削減2017

    • Author(s)
      北村翔太,田中久弥
    • Organizer
      第151回ヒューマンインタフェース学会研究会(SIG-ACI-20)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Electrodes Arrangement on Brain-Computer Interface for the ALS's Posture2016

    • Author(s)
      Yjiki Ijichi and Hisaya Tanaka
    • Organizer
      SMC 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS
    • Place of Presentation
      ハンガリー、ブダペスト市
    • Year and Date
      2016-10-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis Method for ERD in Mu-rhythm Detection in Motor Imagery Brain-Computer Interface2016

    • Author(s)
      Shuhei Nagamori and Hisaya Tanaka
    • Organizer
      SMC 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS
    • Place of Presentation
      ハンガリー、ブダペスト市
    • Year and Date
      2016-10-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Improvement of the Performance of P300-Speller-BCI by Pre-teaching to ALS Patients2016

    • Author(s)
      Hisaya Tanaka and Yuma Koizumi
    • Organizer
      7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
    • Place of Presentation
      アメリカ、オーランド市
    • Year and Date
      2016-07-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The effects of the stimulus onset asynchrony and stimulus number of times on P300 Speller performance2016

    • Author(s)
      Shota Kitamura and Hisaya Tanaka
    • Organizer
      7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
    • Place of Presentation
      アメリカ、オーランド市
    • Year and Date
      2016-07-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Brain Activity Measurement for Tongue’s Motor Imagery2016

    • Author(s)
      Takahiro Nishikawa and Hisaya Tanaka
    • Organizer
      7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
    • Place of Presentation
      アメリカ、オーランド市
    • Year and Date
      2016-07-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Classification of the Input-Error in P300 Speller2016

    • Author(s)
      Ryunosuke Kurihara and Hisaya Tanaka
    • Organizer
      7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
    • Place of Presentation
      アメリカ、オーランド市
    • Year and Date
      2016-07-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study of ERD Analysis Method in Motor Imagery BCI for Accurate Switch Input2016

    • Author(s)
      Shuhei Nagamori, Hisaya Tanaka
    • Organizer
      21st Annual International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con PLAZA, Beppu, JAPAN
    • Year and Date
      2016-01-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] P300 Spellerにおける刺激提示時間と刺激回数の検討2016

    • Author(s)
      北村翔太・田中久弥
    • 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(MBE)
    • Place of Presentation
      北海道大学
    • Related Report
      2016 Research-status Report
  • [Presentation] 舌運動想起時の事象関連同期・脱同期計測2016

    • Author(s)
      西川賢大・田中久弥
    • 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(MBE)
    • Place of Presentation
      北海道大学
    • Related Report
      2016 Research-status Report
  • [Presentation] ALS者のニーズに基づいた文字入力脳インタフェース2016

    • Author(s)
      田中久弥
    • Organizer
      第5回医薬工3大学包括連携推進シンポジウム
    • Place of Presentation
      東京医科大学
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] ALS者の姿勢を考慮したBrain-Computer Interfaceの電極数と配置の検討2015

    • Author(s)
      伊地知悠紀,田中久弥
    • Organizer
      ヒューマンインタフェース学会 アクセシブル・インタフェース専門研究委員会(SIGACI)
    • Place of Presentation
      産業技術総合研究所臨海副都心センター(東京都・江東区)
    • Year and Date
      2015-12-09
    • Related Report
      2015 Research-status Report
  • [Presentation] Effective Approach to Character Input for Novice BCI Users2015

    • Author(s)
      Yuma KOIZUM, Yuki IJICHI, Hisaya TANAKA, Ayumi OTERA, Kayoko TAKAHASHI, Michinari FUKUDA, Noriyoshi ASAI
    • Organizer
      IEICE 10th Asia-Pacific Symposium on Information and Telecommunication Technologies
    • Place of Presentation
      Cinnamon Lakeside Colombo, Colombo, Sri Lanka
    • Year and Date
      2015-08-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time-frequency Analysis of Grasp Motion and associated Motor Imagery for Event-related Desynchronization2015

    • Author(s)
      Takaki Enomae and Hisaya Tanaka
    • Organizer
      IEICE 10th Asia-Pacific Symposium on Information and Telecommunication Technologies
    • Place of Presentation
      Cinnamon Lakeside Colombo, Colombo, Sri Lanka
    • Year and Date
      2015-08-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study of electrode number and placement for BCI based on classification rate of P3002015

    • Author(s)
      Yuki Ijichi and Hisaya Tanaka
    • Organizer
      6th International Conference on Applied Human Factors and Ergonomics 2015
    • Place of Presentation
      Caesars Palace Hotel, Nevada, USA)
    • Year and Date
      2015-07-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study of analysis method for improvement of ERD/ERS detection accuracy by signal processing2015

    • Author(s)
      Shuhei Nagamori and Hisaya Tanaka
    • Organizer
      6th International Conference on Applied Human Factors and Ergonomics 2015
    • Place of Presentation
      Caesars Palace Hotel, Nevada, USA
    • Year and Date
      2015-07-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 事象関連電位P300を用いた意思伝達装置の適応2015

    • Author(s)
      大寺亜由美,高橋香代子,田中久弥,福田倫也,淺井憲義
    • Organizer
      第49回日本作業療法学会
    • Place of Presentation
      神戸ポートピアホテル・神戸国際展示場(兵庫県・神戸市)
    • Year and Date
      2015-06-19
    • Related Report
      2015 Research-status Report

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

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