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カオスニューラルネットを用いた記憶モデルと特徴量を表出可能な顔ロボットの開発

Research Project

Project/Area Number 17700211
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionWaseda University

Principal Investigator

伊藤 加寿子  Waseda University, 理工学術院, 講師 (20398928)

Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2007: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2006: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 2005: ¥1,100,000 (Direct Cost: ¥1,100,000)
Keywordsヒューマノイドロボット / 心理モデル / ニューラルネットワーク / 特徴量
Research Abstract

本研究では,人間とロボットの円滑なコミュニケーションの実現を目指し,記憶モデルと顔ロボットの開発を行ってきたが,ロボットが人間に与える心理的影響は,アンケートを用いて主観的にしか計測されてこなかった.そこで,昨年度は,人間とロボットのインタラクションにおいて人間がロボットからどのような心理的影響を受けるかを,人間の生理指標と体の動作より客観的に計測することが可能な人間計測システムWB-2(Waseda Bioinstrumentation system No.2)を開発し,心電・呼吸・発汗・脈波と,上半身の動作の計測に成功した.しかし,本システムは,ケーブル数が多く総重量が1.5[kg]であったため,装着するだけで被験者に拘束感を与えてしまい,下半身の動作の計測も不可能であった.そこで,本年度は,測定の際の拘束感の低減,および下半身姿勢計測の実現を目指し,システムのモバイル化を図った.
まず,無線機器としてBluetoothを搭載した.これにより,システムとPC間の配線を排除することができ,被験者の行動範囲の拡大に成功した.また,地磁気センサの補正を行うため,装着する姿勢センサモジュールとは別に,モジュールを平面に置いた.これを用いることにより,地磁気の変動による角度データの誤差が大幅に抑えられ,オフセットをとることなく,長時間測定することが可能となった.さらに,装着するケーブルを見直し,下半身にモジュールを追加することにより,生理指標および全身の動作計測が可能な人間計測システムWB-2R(Waseda Bioinstrumentation system No.2 Refined)を開発した.この結果,システムを下半身に拡張したにも関わらず,総重量が1.2[kg]となり,被験者への負担を大きく低減させることができた.

Report

(3 results)
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (16 results)

All 2007 2006 2005

All Journal Article (13 results) (of which Peer Reviewed: 2 results) Presentation (3 results)

  • [Journal Article] On the Development of the Bioinstrumentation System for the Evaluation of Human-Robot Interaction-Head and Hands Motion Capture Systems2007

    • Author(s)
      M. Zecca, N. Endo, K. Itoh, K. Imanishi, M. Saito, N. Nanba
    • Journal Title

      Proceedings of the 2007 IEEE/ASME International Conference on Advanced Intelligent Mechatronics

      Pages: 16-16

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using the Waseda Bioinstrumentation System WB-1R to Analyze Surgeon's Performance during Laparoscopy-towards the Development of a Global Performance Index2007

    • Author(s)
      M. Zecca, F. Cavallo, M. Saito, N. Endo, Y. Mizoguchi, K. Itoh
    • Journal Title

      Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Pages: 1272-1277

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mechanisms and Functions for a Humanoid Robot to Express Human-like Emotions2006

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Yuko Nukariya, Massimiliano Zecca
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on Robotics and Automation

      Pages: 4390-4392

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Development and Evaluation of Face Robot to Express Various Face Shape2006

    • Author(s)
      Kouki Hayashi, Yoshitaka Onishi, Kazuko Itoh, Hiroyasu Miwa
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on Robotics and Automation

      Pages: 481-486

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Mechanical Design of Emotion Expression Humanoid Robot WE-4RII2006

    • Author(s)
      Massimiliano Zecca, Hideaki Takanobu
    • Journal Title

      Proceedings of the 16th CISM- IFToMM Symposium on Robot Design, Dynamics and Control

      Pages: 255-262

    • Related Report
      2006 Annual Research Report
  • [Journal Article] From the Human Hand to a Humanoid Hand : Biologically-Inspired Approach for the Development of RoboCasa Hand #12006

    • Author(s)
      Massimiliano Zecca, Stefano Roccella, Giovanni Cappiello, Kazuko Itoh
    • Journal Title

      Proceedings of the 16th CISM- IFToMM Symposium on Robot Design, Dynamics and Control

      Pages: 287-294

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Development of a Bioinstrumentation System in the Interaction between a Human and a Robot2006

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Yuko Nukariya, Massimiliano Zecca
    • Journal Title

      Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Pages: 2620-2625

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Behavior Generation of Humanoid Robots Depending on Mood2006

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Yuko Nukariya, Atsuo Takanishi
    • Journal Title

      Intelligent Autonomous Systems 9

      Pages: 965-972

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Application of neural network to humanoid robots-development of co-associative memory model2005

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Hideaki Takanobu, Atsuo Takanishi
    • Journal Title

      Neural Networks Vol.18, No.5-6

      Pages: 666-673

    • Related Report
      2005 Annual Research Report
  • [Journal Article] New Memory Model for Humanoid Robots-Introduction of Co-Associative Memory Using Mutually Coupled Chaotic Neural Networks-2005

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Yuko Nukariya, Atsuo Takanishi
    • Journal Title

      Proceeding of the International Joint Conference on Neural Networks 2005

      Pages: 2790-2795

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Behavior Model of Humanoid Robots based on Operant Conditioning2005

    • Author(s)
      Munemichi Matsumoto, Atsuo Takanishi
    • Journal Title

      Proceeding of the 2005 IEEE-RAS International Conference on Humanoid Robots

      Pages: 220-225

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Development of Face Robot to Express the Individual Face by optimizing the Facial Features2005

    • Author(s)
      Kazuko Itoh, Hiroyasu Miwa, Yoshitaka Onishi, Atsuo Takanishi
    • Journal Title

      Proceeding of the 2005 IEEE-RAS International Conference on Humanoid Robots

      Pages: 412-417

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ヒューマノイドロボットの心理モデルの構築-相互結合したカオスニューラルネットワークを用いた相互連想記憶の導入-2005

    • Author(s)
      伊藤 加寿子, 三輪 洋靖, 忽滑谷 裕子, 齊藤 稔, 武田 大樹, 高石 淳夫
    • Journal Title

      第23回日本ロボット学会学術講演会予稿集

    • Related Report
      2005 Annual Research Report
  • [Presentation] ヒューマノイドロボットと人間とのインタラクションにおける人間計測システムの開発-小型姿勢センサモジュールを用いた上半身運動計測システム-2007

    • Author(s)
      溝口裕, 伊藤加寿子, 齋藤稔, 遠藤信綱, Massimiliano Zecca, 高信英明
    • Organizer
      第25回日本ロボット学会学術講演会
    • Place of Presentation
      千葉県
    • Year and Date
      2007-09-14
    • Related Report
      2007 Annual Research Report
  • [Presentation] Emotional Expression Humanoid Robot WE-4Rll -Evaluation of the perception of facial emotional expressions by using fMRl2007

    • Author(s)
      M. Zecca, T. Chaminade, M. A. Umilta, K. Itoh, M. Saito, N. Endo
    • Organizer
      ロボティクス・メカトロニクス講演会2007
    • Place of Presentation
      秋田県
    • Year and Date
      2007-05-12
    • Related Report
      2007 Annual Research Report
  • [Presentation] On the development of the Waseda Bioinstrumentation WB-2 -Development of the gyro module2007

    • Author(s)
      M. Zecca, K. Itoh, Y. Mizoguchi, N. Endo, M. Saito, H. Takanobu
    • Organizer
      ロボティクス・メカトロニクス講演会2007
    • Place of Presentation
      秋田県
    • Year and Date
      2007-05-11
    • Related Report
      2007 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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