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Research of intelligent driving support system for welfare vehicle operation

Research Project

Project/Area Number 12650407
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionUniversity of Tsukuba

Principal Investigator

YASUNOBU Seiji  University of Tsukuba, Institute of Engineering Mechanics and Systems, Professor, 機能工学系, 教授 (00241795)

Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥2,900,000 (Direct Cost: ¥2,900,000)
Fiscal Year 2002: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2001: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsWelfare vehicle / Driving support / Electric four-wheeled vehicle / Intellectual control / Intellectual driving support / Reinforced learning
Research Abstract

The developments of a welfare equipment such as electric four-wheeled vehicles advances, and the popular use of these efficient equipment have been done actively. The system that achieves the appropriate support that man who is nursing is doing now with the computer is necessary so that non-expert and the handicapped person may safely use the equipment with this advanced performance. When this system is developed, it is an important problem that how man's driving and operation are supported while especially esteeming his intention should solve. To solve this problem in this research, man's driving model was made to exist, and hardware and software system of the intelligent driving support that applied the fuzzy control technique that allowed an unskilled driving was made.
First of all, the computer was installed in the four-wheeled vehicle for welfare that man was able to actually get on. 1) Development of intellectual driving system that considers surrounding circumstances and present location based on easy instruction of got on man and operates appropriate car. 2) Development of system that assumes case where man operates it directly, builds in knowledge of those who support it by understanding of non-skill operation person's characteristic, and does dissemination of appropriate running support by voice, 3) It proposes the setting of the running knowledge to rely on people in the past, the method of reinforced study is applied and the computer proposes the method to acquire knowledge automatically. These effectiveness was confirmed.
In addition, expert's knowledge was built in, man's driving operation was recognized, and an appropriate guidance was notified to man by a voice and a graphic display. The interface with the user was improved, and the effectiveness of the intellectual driving support system that developed was confirmed by the comprehensive evaluation that used a real vehicle.

Report

(4 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] Seiji Yasunobu, Souiehi Saitou, Yaya Suryana: "Intelligent Vehicle Control in Narrow Area based on Human Control Strategy"World Multiconference on Systemics, Cybernetics and Informatics (SICI 2000). VII. 309-314 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yaya Suryana, Seiji Yasunobu: "Hierarchical Intelligent Control by PSP-learning and Cascade Fuzzy Control for Parking Vehicle in Narrow Area"電気学会論文誌C. Vol.122-C, No.2. 315-316 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yaya Surayana, Seiji Yasunobu, Noriaki Suetake: "PSP-learning Design of Hierarchical Intelligent Controller for Nonholonomic Vehicle"2002 World Congress on Computational Intelligence IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2002). 1304-1309 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Seiji Yasunobu, Masaki Inoue: "Intelligent Driving System for an Electric Four-wheeled Cart"SICE Annual Conference 2002 (SICE2002) in Osaka Proceedings. 2947-2949 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Seiji Yasunobu, Keita Kinoshita: "Development of Intelligent Parking Support System for Welfare Vehicle"2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA2003). (印刷中). (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Seiji Yasunobu, Souichi Saitou, Yaya Suryana: "Intelligent Vehicle Control in Narrow Area based on Human Control Strategy"World Multiconference on Systemics, Cybernetics and Informatics (SICI 2000). VII. 309-314 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yaya Suryana, Seiji Yasunobu: "Hierarchical Intelligent Control by PSP-learning and Cascade Fuzzy Control for Parking Vehicle in Narrow Area"IEEJ Transactions on Electriccs, Information and Systems. l22-C No. 2. 315-316 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yaya Surayana, Seiji Yasunobu, Noriaki Suetake: "PSP-learning Design of Hierarchical Intelligent Controller for Nonholonomic Vehicle"2002 World Congress on Computational Intelligence IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2002). 1304-1309 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Seiji Yasunobu, Masaki Inoue: "Intelligent Driving System for an Electric Four-wheeled Cart"SICE Annual Conference 2002 (SICE2002) in Osaka Proceedings. 2947-2949 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Seiji Yasunobu, Keita Kinoshita: "Development of Intelligent Parking Support System for Welfare Vehicle"2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA2003). (In Press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yaya Surayana, Seiji Yasunobu, Noriaki SUETAKE: "PSP-learning Design of Hierarchical Intelligent Controller for Nonholonomic Vehicle"2002 World Congress on Computational Intelligence IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2002). 1304-1309 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Seiji Yasunobu, Masaki Inoue: "Intelligent Driving System for an Electric Four-wheeled Cart"SICE Annual Conference 2002 (SICE2002) in Osaka Proceedings. 2947-2949 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Seiji Yasunobu, Keita Kinoshita: "Development of Intelligent Parking Support System for Welfare Vehicle"2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA2003). (発表予定). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 安信誠二: "fPSP-強化学習による駐車支援知識の獲得"第12回インテリジェント・システム・シンポジュウム-FAN02講演論文集. 105-108 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 谷知暁, 安信誠二, 末竹規哲: "運転熟練者の知識を用いた車両の合流支援システム"第19回ファジィ・ワークショップin金沢 論文集. 1-4 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 武藤裕美, 安信誠二: "福祉車両の走行支援情報提供システムの提案"第17回ファジィシステムシンポジュウム講演論文集. 245-248 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yaya Suryana, Seiji Yasunobu: "Hierarchical Intelligent Control by PSP-learning and Cascade Fuzzy Control for Parking Vehicle in Narrow Area"電気学会論文誌C. Vol.122-C,No.2. 315-316 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 武藤裕美, 安信誠二: "福祉車両の走行操作支援情報提供システムの開発"第18回ファジィワークショップ講演論文集. 3101-3104 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Seiji Yasunobu,Souichi Saitou,Yaya Suryana: "Intelligent Vehicle Control in Narrow Area based on Human Control Strategy"World Multiconference on Systemics, Cybernetics and Informatics (SICI 2000). VII. 309-314 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Eiji Kanazawa,Seiji Yasunobu: "Development of Intelligent Support System for Remote Controlled Construction Machine"The Fourth Asian Fuzzy Systems Symposium (AFSS2000). 445-449 (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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