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Adaptive Interface of Considering the Chaos Dynamics in Human Skill

Research Project

Project/Area Number 12480092
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionHOKKAIDO UNIVERSITY

Principal Investigator

WADA Mitsuo  Hokkaido Univ., Grad. School of Eng., Prof., 大学院・工学研究科, 教授 (90271650)

Co-Investigator(Kenkyū-buntansha) YAMAGUCHI Akihiro  Fukuoka Institute of Technology, Fac. Of Eng. Lec., 工学部, 講師 (60281789)
ISHIMURA Kosei  Hokkaido Univ., Grad. School of Eng., Inst., 大学院・工学研究科, 助手 (10333626)
INOUE Junichi  Hokkaido Univ., Grad. School of Eng., Assoc. Prof., 大学院・工学研究科, 助教授 (30311658)
YOKOI Takashi  National Institute of Advanced Industrial Science and Technology, Chief Researcher, 主任研究員
高橋 昭彦  生命工学工業技術研究所, 主任研究官
Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥10,500,000 (Direct Cost: ¥10,500,000)
Fiscal Year 2002: ¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 2001: ¥4,400,000 (Direct Cost: ¥4,400,000)
Fiscal Year 2000: ¥4,800,000 (Direct Cost: ¥4,800,000)
KeywordsHuman Skill / Bio-mechanical Chaos / Non-holonomic System / Pulse Coupled Neural Network / Adaptive Interface / Speech Chaos / バイオメカニクス
Research Abstract

In this project, focusing the target to improve the adaptivity of interfacing by considering the chaos dynamics between human and environment, we developed the walking robot, the artificial neural network vision and the electric wheel chair car as a total system. The results are summarized in the followings ;
1. Evaluation of the chaotic skill dynamics within the human walking and speech By application of chaos theory to the measured signal in walking and speech, we made clear of the nonlinear attracting dynamics within the human motions. We developed the 2-legged walking robot with the central pattern generator neurons.
2. Constitution of the articial neural network vision with intelligent information processing Applied the pulse coupled neural networks to the primary visual processing, we developed the simulated system which have the capability to process the segmentation, foveation, target tracking of the objects.
3. Development of the adaptive interfave of electric wheel chair of considering the interactive dynamics between human and machine We developed the electric wheel chair car system to measure and control the dynamical behaviors with human. The 22 sensors are equipped in this system and the measured data are processed synchronously to utilize the adaptive operation. As an example of the undesirable interaction between human and car, we showed the adaptive interfacing method to prevent the hunching phenomenon.

Report

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

    (35 results)

All Other

All Publications (35 results)

  • [Publications] M.Matsuura, M.Wada: "Formative Behavior Network for a Biped Robot ; A Control System in Consideration of Motor Development"Proceedings of the 2000 IEEE International Workshop on Robot and Human Interactive Communication. 101-106 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] J.Tomisawa, M.Wada: "Visual Processing Based on the Pulse Coupled Neural Networks for the Moving Target Detection"Proceedings of the Fourth IFAC Symposium on Intelligent Autonomous Vehicles. 169-174 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Shigenobu SHIMADA, Kosei ISHIMURA, Mitsuo WADA: "Dynamic Posture Measurement and Evaluation of Electrically Powered Wheelchair with Passenger"6th International Conference on Mechatronics Technology, Fukuoka. 385-389 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yutaka Yamaguchi, Kosei Ishimura, Mitsuo Wada: "Chaotic pulse-coupled neural network as a model of synchronization and desynchronization in cortex"9th International Conference on Neural Information Processing (ICONIP'02). 571-575 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S.Dai, M.Wada: "A Geometrical structure of phonetic change of Japanese consonants on the recurrence plot images"Papers of SCIS 2002, Joint 1^<st> International Conference on Soft Computing and Intelligent Systems. 1-4 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yuuki Ogawa, Kosei Ishimura, Mitsuo Wada: "Stereo Vision using Pulse-Coupled Neural Network"Proceedings of SICE Annual Conference 2002, in Osaka. 759-764 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] バイオメカニズム学会編(大聖一郎他, 分担執筆): "日本語母音のカオス性解析とその特徴について"バイオメカニズム 16(東京大学出版会). 285-299 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M. Matsuura, M. Wada: "Formative Behavior Network for a Biped Robot ; A Control System in Consideration of Motor Development"Proceedings of the 2000 IEEE International Workshop on Robot and Human Interactive Communication (Osaka, Spetember 2000). 101-106 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] J. Tomisawa, M. Wada: "Visual Processing Based on the Pulse Coupled Neural Networks for the Moving Target Detection"Proceedings of the Fourth IFAC Symposium on Intelligent Autonomous Vehicles. 169-174 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Dai, M. Wada: "A Geometrical structure of phonetic change of Japanese consonants on the recurrence plot images"Papers of SCIS 2002, Joint 1^<st> International Conference on Soft Computing and Intelligent Systems. 1-4 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yuuki Ogawa, Kosei Ishimura, Mitsuo Wada: "Stereo Vision using Pulse-Coupled Neural Network"Proceedings of SICE Annual Conference 2002, in Osaka. 759-764 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yutaka Yamaguchi, Kosei Ishimura, Mitsuo Wada: "Chaotic pulse-coupled neural network as a model of synchronization and de-synchronization in cortex"9th International Conference on Neural Information Proceeding(ICONIP'02), Singapore. 571-575 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Yutaka Yamaguchi, Kosei Ishimura, Mitsuo Wada: "Synchronized oscillation and dynamical clustering in chaotic PCNN"Proceedings of SICE Annual Conference 2002 in Osaka. 770-775 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T. Mikami, M. Wada: "Dynamic Two-Dimensional Feature Map with Modified Ant Clustering for Data Visualization, Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies : KES'2001"Frontiers in Artificial Intelligence and Applications, IOS Press. vol.69. 228-232 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Shigenobu SHIMADA, Kosei ISHIMURA, Mitsuo WADA: "Dynamic Posture Measurement and Evaluation of Electrically Powered Wheelchair with Passenger"6th International Conference on Mechatronics Technology, Fukuoka. 385-389 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M. Takahashi, K. Ishimura, M. Wada: "Open Space Exploration and Path-plannning for Automatic Control of Electric Wheelchair"Proceedings of the Fourth IFAC Symposium on Intelligent Autonomous Vehicles. 79-84 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Shigenobu SHIMADA, Kosei ISHIMURA, Mitsuo WADA: "Dynamic Posture Measurement and Evaluation of Electrically Powered Wheelchair with Passenger"6th International Conference on Mechatronics Technology, Fukuoka. 385-389 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Yutaka Yainaguchi, Kosei Ishimura, Mitsuo Wada: "Chaotic pulse-coupled neural network as a model of synchronization and desynchronization in cortex"9th International Conference on Neural Information Processing (ICONIP' 02). 571-575 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 氏家英樹, 山北浩介, 石村康生, 和田充雄: "ロボットの歩行とそのバイオメカニカル・カオス・ダイナミクス"第12回インテリジェント・システム・シンポジウム講演論文集. 237-242 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] S.Dai, M.Wada: "A Geometrical structure of phonetic change of Japanese consonants on the recurrence plot images"Papers of SCIS 2002, Joint 1^<st> International Conference on Soft Computing and Intelligent Systems. 1-4 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 酒井武則, 時任孝二, 小川勇貴, 石村康生, 和田充雄: "Pulse Coupled Neural Netwotkを用いた視覚処理とその応用"計測自動制御学会システム・情報部門学術講演会(SSI02)論文集. 381-386 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Yuuki Ogawa, Kosei Ishimura, Mitsuo Wada: "Stereo Vision using Pulse-Coupled Neural Network"Proceedings of SICE Annual Conference 2002, in Osaka. 759-764 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 大聖一郎, 山口明宏, 広奥 暢, 和田充雄 (分担執筆): "バイオメカニズム16(pp.285-299)、日本語母音のカオス性解析とその特徴について"東京大学出版会. 323 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] M. Takahashi, K. Ishimura, M. Wada: "Opne Space Exploration and Path-Planning for Automatic Control of Electric Wheelchair"Proceedings of the 4th IFAC Symposium on Intelligent Autonomous Vehicles. 4. 79-84 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] J. Tomisawa, M. Wada: "Visual Processing Base on the Pulse Coupled Neural Networks for the Moving Target Detection"Proceedings of the 4th IFAC Symposium on Intelligent Autonomous Vehicles. 4. 169-174 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 宮下夏苗, 和田充雄: "複数話者による連続音声中の音素をターゲットとしたカオス性の一考察"第11回 インテリジェント・システム・シンポジウム Fuzzy,Artificial Intelligence,Neural Networks and Computational Intelligence. 11. 33-36 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 鈴木雄介, 石村康生, 和田充雄: "福祉用途ロボットマニピュレータの研究 -可操作度を指標とした腕の動作解析と制御への応用-"第11回 インテリジェント・システム・シンポジウム Fuzzy,Artificial Intelligence,Neural Networks and Computational Intelligence. 11. 201-206 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 松浦俊, 石村康生, 和田充雄: "2足ロボットの自己組織的運動生成"第19回 日本ロボット学会学術講演会予稿集(CD-ROM). 19. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 山口裕, 石村康生, 和田充雄: "Pulse Coupled Neural Networkにおけるカオス的同期集団の形成について"電子情報通信学会技術研究報告 NC2001・82〜106. Vol.101 No.615. 127-134 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 佐藤晶一,和田充雄: "身体動作の追跡情報を用いたユーザーモデル構築とインターフェースへの応用"第18回日本ロボット学会学術講演会予稿集. 18. 395-396 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] A, Yamaguchi, N.Okumura and M.Wada: "Mutual information analysis of chaotically synchronized cluster in the network of spike response neurons"Proceedings of the 6th International Conference on Soft Computing (CDROM). 6. 515-521 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] S.Dai, N.Toyota, T.Hirooka, A.Yamaguchi and M.Wada: "Mutual estimation of embedding parameters to analyze chaotic dynamics of speech sound in Japanese 5 vowels"Proceedings of the 6th International Conference on Soft Computing (CDROM). 6. 528-535 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Mikami, A.Yamaguchi and M.Wada: "Fast Annealing Schedule by Landscape Enhancing for Function Optimization"Proceedings of the 6th International Conference on Soft Computing (CDROM). 6. 605-610 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 冨澤淳,山口明宏,和田充雄: "PCNNによる視覚情報処理と動物体認識への応用"計測自動制御学会システム・情報部門シンポジウム2000講演論文集. 95-100 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Matsuura and M.Wada: "Formative Behavior Network for a Biped Robot; A Control System in Consideration of Motor Development"Proceedings of the 2000 IEEE International Workshop on Robot and Human Interactive Communication. 101-106 (2000)

    • Related Report
      2000 Annual Research Report

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

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