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Development of Human-Friendly Walking Support System by Fuzzy Information Guidance

Research Project

Project/Area Number 24500272
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionUniversity of Tsukuba

Principal Investigator

YASUNOBU SEIJI  筑波大学, システム情報系, 教授 (00241795)

Co-Investigator(Kenkyū-buntansha) SHIBUYA Takeshi  筑波大学, システム情報系, 助教 (90582776)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywordsファジィ理論 / 人工知能 / ユーザインタフェース / 制御工学
Outline of Final Research Achievements

We proposed a method that treated a person who was supported as a system element with a fuzzy intention, defined the geniality to the person as a fuzzy set, and guided it cooperatively, and developed the system that supported walking appropriate and guided it in consideration of the tiredness level of the person who was supported and the individuality of the sense of security.
Secondarily, we proposed the method to acquire the time-space fuzzy inference method to execute the guide knowledge that was the close relation between time and the space, the target attainment, and the compound action knowledge of the obstacle avoidance by the machine learning.
Thirdly, we proposed the method to acquire the guide knowledge that the moving obstacle corresponds, too efficiently.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (53 results)

All 2016 2015 2014 2013 2012 Other

All Int'l Joint Research (1 results) Journal Article (17 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 17 results,  Open Access: 1 results,  Acknowledgement Compliant: 5 results) Presentation (35 results) (of which Int'l Joint Research: 3 results,  Invited: 3 results)

  • [Int'l Joint Research] University of Malaysia Pahang Pahang(Malaysia)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Compound Learning Control for Autonomous Position and Obstacle Control of Aerial Hovering Vehicles2015

    • Author(s)
      Syafiq Fauzi Kamarulzaman, Seiji Yasunobu
    • Journal Title

      10th Asian Control Conference 2015 (ASCC2015)

      Volume: ASCC2015 Pages: 797-802

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Profit Sharing reducing the occurrences of accidents by predicted action-safety degree2015

    • Author(s)
      Junki Tamaru, Takeshi Shibuya
    • Journal Title

      10th Asian Control Conference 2015 (ASCC2015)

      Volume: ASCC2015 Pages: 2468-2473

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A study of efficient reinforcement learning using the relative angle of two objects2015

    • Author(s)
      Moriaki Onishi, Takeshi Shibuya
    • Journal Title

      The 16th International Symposium on Advanced Intelligent Systems (ISIS2015)

      Volume: ISIS2015 Pages: 1091-1098

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 制約条件の変化を考慮した到着時間短縮型知的運転支援システムの開発2015

    • Author(s)
      高橋周太郎,安信誠二
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: 27-2

    • NAID

      130005071342

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Cooperative Multi-Knowledge Learning Control System with Obstacle Consideration2014

    • Author(s)
      Syafiq Fauzi Kamarulzaman, Seiji Yasunobu
    • Journal Title

      15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU' 2014)

      Volume: IPMU' 2014 Pages: 505-515

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Intelligent Guidance System Considering Supported Person's Comfort2014

    • Author(s)
      Hikaru Sano, Seiji Yasunobu
    • Journal Title

      SICE Annual Conference 2014

      Volume: SICE2014 Pages: 924-927

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Preface to the Special Issue on “Electronic Circuit Techniques for Smart Community”2014

    • Author(s)
      澁谷長史,安信誠二
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 134 Issue: 1 Pages: 1-1

    • DOI

      10.1541/ieejeiss.134.1

    • NAID

      130003382797

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Cooperative Parking System Based on Fuzzy Intention2014

    • Author(s)
      Saki MATOBA, Seiji YASUNOBU
    • Journal Title

      The 7th International Conference on Soft Computing and Intelligent Systems, SCIS&ISIS 2014

      Volume: SCIS&ISIS2014 Pages: 573-578

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reinforcement learning using BAMDP-based prior knowledge for dynamic environment2014

    • Author(s)
      Takeshi. Shibuya
    • Journal Title

      USB Proceedings of the 11th International Conference on Modeling Decisions for Artificial Intelligence

      Volume: MDAI2014 Pages: 143-152

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Space-time Support System using Simplified Time-Change Fuzzy Set2013

    • Author(s)
      Xiang Liu, Shibuya Takeshi and Yasunobu Seiji
    • Journal Title

      2013 World Congress of International Fuzzy Systems Association

      Volume: IFSA2013 Pages: 1502-1507

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Intelligent Guide Vehicle by Fuzzy Guide Target Considering Tiredness2013

    • Author(s)
      Takayuki Ogawa, Takeshi Shibuya and Seiji Yasunobu
    • Journal Title

      International conference on Instrumentation, Control, Information Technology and System Integration

      Volume: SICE2013 Pages: 2530-2535

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Substitute target learning based control system for control knowledge acquisition within constrained environment.2012

    • Author(s)
      Syafiq Fauzi Kamarulzaman, Takeshi Shibuya, Seiji Yasunobu
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol.16 No.3 Pages: 397-403

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Development of a system incorporating a multifunctional actuator using an intelligent multifunction control method2012

    • Author(s)
      Kazuki Kuribayashi, Seiji Yasunobu
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol.16 No.5 Pages: 662-667

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A learning control system for rapid position control of aerial vehicles2012

    • Author(s)
      Syafiq Fauzi Kamarulzaman, Takeshi Shibuya, Seiji Yasunobu
    • Journal Title

      SICE Annual Conference 2012

      Volume: SICE2012 Pages: 1546-1551

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Space-time Fuzzy Inference and Applications using Simplified Time-Change Fuzzy Set2012

    • Author(s)
      Xiang Liu, Takeshi Shibuya, Seiji Yasunobu
    • Journal Title

      The 6th International Conference on Soft Computing and Intelligent Systems

      Volume: SCIS2012,F3-41-3 Pages: 1606-1609

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] An intelligent car driving based on fuzzy target with safety zone2012

    • Author(s)
      Takayuki Ogawa, Seiji Yasunobu
    • Journal Title

      The 6th International Conference on Soft Computing and Intelligent Systems

      Volume: SCIS2012, S1-42-2 Pages: 1850-1855

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A proposal of an intelligent operating method under the environment where constraint condition changes2012

    • Author(s)
      Shutaro TAKAHASHI, Seiji YASUNOBU
    • Journal Title

      The 6th International Conference on Soft Computing and Intelligent Systems

      Volume: SCIS2012, S1-42-3 Pages: 1856-1861

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 優しく柔軟な自動運転の実用化 「ファジィ&モデルベース実時間意思(操作量)決定」2016

    • Author(s)
      安信 誠二
    • Organizer
      Type-1・Type-2ファジィシステム研究会
    • Place of Presentation
      大阪大学 豊中キャンパス(大阪府豊中市)
    • Year and Date
      2016-03-29
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 動的障害物を回避可能な時空ファジィ意思決定の提案2016

    • Author(s)
      渡邉 嵩孔
    • Organizer
      第42回ファジィ・ワークショップ
    • Place of Presentation
      首都大学東京 秋葉原サテライトキャンパス(東京都千代田区)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] ファジィ意図に基づいた知的協調自動車運転システム2016

    • Author(s)
      安信誠二
    • Organizer
      第43回知能システムシンポジウム
    • Place of Presentation
      室蘭工業大学(北海道室蘭市)
    • Year and Date
      2016-03-11
    • Related Report
      2015 Annual Research Report
  • [Presentation] 時空ファジィ情報とその提示による車両運転操作支援2016

    • Author(s)
      伊藤 雄太郎
    • Organizer
      第43回知能システムシンポジウム
    • Place of Presentation
      室蘭工業大学(北海道室蘭市)
    • Year and Date
      2016-03-11
    • Related Report
      2015 Annual Research Report
  • [Presentation] 環境に適応して繰り返し動作を行うエージェントの構築に関する一検討2016

    • Author(s)
      Bac Nguyen Van
    • Organizer
      第43回知能システムシンポジウム
    • Place of Presentation
      室蘭工業大学(北海道室蘭市)
    • Year and Date
      2016-03-11
    • Related Report
      2015 Annual Research Report
  • [Presentation] A study of efficient reinforcement learning using the relative angle of two objects2015

    • Author(s)
      Moriaki Onishi
    • Organizer
      The 16th International Symposium on Advanced Intelligent Systems (ISIS2015)
    • Place of Presentation
      Mokpo, Korea
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 時空ファジィ情報とその音楽的提示による車両運転操作支援システム2015

    • Author(s)
      伊藤雄太郎
    • Organizer
      第31回ファジィシステムシンポジウム(FSS2015)
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] Compound Learning Control for Autonomous Position and Obstacle Control of Aerial Hovering Vehicles2015

    • Author(s)
      Syafiq Fauzi Kamarulzaman
    • Organizer
      10th Asian Control Conference 2015 (ASCC2015)
    • Place of Presentation
      Kota Kinabalu, Malaysia
    • Year and Date
      2015-06-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Profit Sharing reducing the occurrences of accidents by predicted action-safety degree2015

    • Author(s)
      Takeshi Shibuya
    • Organizer
      10th Asian Control Conference 2015 (ASCC2015)
    • Place of Presentation
      Kota Kinabalu, Malaysia
    • Year and Date
      2015-06-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] フレーム変形したロボットのための事前学習による効率的 な動作獲得法の検討2015

    • Author(s)
      羽鳥貴久
    • Organizer
      第42回知能システムシンポジウム
    • Place of Presentation
      北野プラザ六甲荘、兵庫
    • Year and Date
      2015-03-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 障害物とエージェントの相対角を用いた効率的な強化学習 法の基礎検討2015

    • Author(s)
      大西杜諒
    • Organizer
      電気学会システム研究会
    • Place of Presentation
      青山学院大学、東京
    • Year and Date
      2015-03-11
    • Related Report
      2014 Research-status Report
  • [Presentation] 時空ファジィ情報とその音楽的提示による車両運転操作支援システムの提案2015

    • Author(s)
      伊藤雄太郎
    • Organizer
      第41回ファジィ・ワークショップ
    • Place of Presentation
      首都大学東京南大沢キャンパス, 東京
    • Year and Date
      2015-03-06
    • Related Report
      2014 Research-status Report
  • [Presentation] A Cooperative Parking System Based on Fuzzy Intention2014

    • Author(s)
      Saki MATOBA
    • Organizer
      The 7th International Conference on Soft Computing and Intelligent Systems
    • Place of Presentation
      北九州国際会議場、福岡
    • Year and Date
      2014-12-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Fuzzy Control and Fuzzy Decision for Practical Human-Friendly System2014

    • Author(s)
      Seiji YASUNOBU
    • Organizer
      The 7th International Conference on Soft Computing and Intelligent Systems
    • Place of Presentation
      北九州国際会議場、福岡
    • Year and Date
      2014-12-03
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Implementation of Compound Knowledge in Learning Control System for Obstacle and Goal Consideration2014

    • Author(s)
      Kamarulzaman Syafiq Fauzi
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会(SSI2014)
    • Place of Presentation
      岡山大学, 岡山
    • Year and Date
      2014-11-22
    • Related Report
      2014 Research-status Report
  • [Presentation] Reinforcement learning using BAMDP-based prior knowledge for dynamic environment2014

    • Author(s)
      Takashi Shibuya
    • Organizer
      the 11th International Conference on Modeling Decisions for Artificial Intelligence
    • Place of Presentation
      筑波大学 東京キャンパス,東京
    • Year and Date
      2014-10-29 – 2014-10-31
    • Related Report
      2014 Research-status Report
  • [Presentation] Intelligent Guidance System Considering Supported Person's Comfort2014

    • Author(s)
      Hikaru Sano
    • Organizer
      SICE Annual Conference 2014
    • Place of Presentation
      北海道大学、北海道
    • Year and Date
      2014-09-11
    • Related Report
      2014 Research-status Report
  • [Presentation] 時空ファジィ推論の提案と交差点の右折操作への応用2014

    • Author(s)
      渡邉嵩孔
    • Organizer
      第30回ファジィシステムシンポジウム(FSS2014)
    • Place of Presentation
      高知城ホール, 高知
    • Year and Date
      2014-09-01
    • Related Report
      2014 Research-status Report
  • [Presentation] Cooperative Multi-Knowledge Learning Control System with Obstacle Consideration2014

    • Author(s)
      Syafiq Fauzi Kamarulzaman
    • Organizer
      15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU' 2014)
    • Place of Presentation
      Montpellier, France
    • Year and Date
      2014-07-17
    • Related Report
      2014 Research-status Report
  • [Presentation] ファジィ支援情報を用いた歩行者誘導システムの提案2013

    • Author(s)
      伍井智彦,澁谷長史, 安信誠二
    • Organizer
      第40回知能システムシンポジウム
    • Place of Presentation
      京都工芸繊維大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ステップごとに報酬が周期的に変化する環境における強化学習の一考察2013

    • Author(s)
      澁谷長史
    • Organizer
      第40回知能システムシンポジウム
    • Place of Presentation
      京都工芸繊維大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 簡易状態推移ファジィ集合を用いた時空ファジィ推論とその応用2012

    • Author(s)
      劉 翔、澁谷 長史、安信 誠二
    • Organizer
      第28回ファジィシステムシンポジウム(FSS2012)
    • Place of Presentation
      名古屋工業大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 中折れ構造型作業車両の知的制御による自動運転2012

    • Author(s)
      内堀雄基,澁谷長史,安信誠二
    • Organizer
      第28回ファジィシステムシンポジウム(FSS2012)
    • Place of Presentation
      名古屋工業大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 報酬を与えられる領域が変化する環境における強化学習2012

    • Author(s)
      澁谷長史
    • Organizer
      平成24年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      弘前大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Space-time Support System using Simplified Time-Change Fuzzy Set

    • Author(s)
      Shibuya Takeshi
    • Organizer
      2013 World Congress of International Fuzzy Systems Association (IFSA2013)
    • Place of Presentation
      Edmonton, Canada
    • Related Report
      2013 Research-status Report
  • [Presentation] An Intelligent Guide Vehicle by Fuzzy Guide Target Considering Tiredness

    • Author(s)
      Takayuki Ogawa
    • Organizer
      International conference on Instrumentation, Control, Information Technology and System Integration(SICE2013)
    • Place of Presentation
      Nagoya, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] An Intelligent Operation that Ensures Safe Situation

    • Author(s)
      Seiji Yasunobu
    • Organizer
      The 3rd International Workshop on Soft Computing and Disaster Control 2013 (SocDic2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] A Learning Control System for Rapid Position Control with Obstacle Consideration for Aerial Hovering Vehicles

    • Author(s)
      Syafiq Fauzi Kamarulzaman
    • Organizer
      The 3rd International Workshop on Soft Computing and Disaster Control 2013 (SocDic2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] 制約条件の変化を考慮した知的運転支援システム

    • Author(s)
      高橋周太郎
    • Organizer
      第29回ファジィシステムシンポジウム(FSS2013)
    • Place of Presentation
      大阪国際大学、大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] 繰り返し状態系列から時刻依存の報酬関数を推定する逆強化学習の提案

    • Author(s)
      田丸順基
    • Organizer
      電気学会研究会資料(システム研究会)
    • Place of Presentation
      愛知県立大学サテライトキャンパス、名古屋
    • Related Report
      2013 Research-status Report
  • [Presentation] 被支援者の疲労を配慮したファジィ案内目標に基づく知的案内車両の開発

    • Author(s)
      小川貴之
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会(SSI2013)
    • Place of Presentation
      ピアザ淡海、滋賀
    • Related Report
      2013 Research-status Report
  • [Presentation] 運転手の意図を考慮した知的駐車支援システムの提案

    • Author(s)
      的場早紀
    • Organizer
      第41回知能システムシンポジウム
    • Place of Presentation
      筑波大学東京キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] 事前知識を反映した状態遷移確率推定により環境変化に適応する強化学習

    • Author(s)
      臼井翼
    • Organizer
      第41回知能システムシンポジウム
    • Place of Presentation
      筑波大学東京キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] 被支援者の安心感を考慮する知的歩行誘導システムの提案

    • Author(s)
      佐野光
    • Organizer
      第40回ファジィ・ワークショップ
    • Place of Presentation
      首都大学東京南大沢キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] 時空ファジィ推論を用いた動的障害物の回避

    • Author(s)
      渡邉嵩孔
    • Organizer
      第40回ファジィ・ワークショップ
    • Place of Presentation
      首都大学東京南大沢キャンパス
    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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