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2011 Fiscal Year Final Research Report

Robust Cooperative Algorithm Design for Robotic Sensor Networks and Experimental Verification

Research Project

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Project/Area Number 21560457
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

FUJITA Masayuki  東京工業大学, 大学院・理工学研究科, 教授 (90181370)

Co-Investigator(Kenkyū-buntansha) HATANAKA Takeshi  東京工業大学, 大学院・理工学研究科, 助教 (10452012)
Project Period (FY) 2009 – 2011
Keywords制御理論
Research Abstract

This project aimed at(1) Visual Observer-Based Cooperative Control,(2) Cooperative Task Switching Algorithm Design,(3) Robust Cooperative Control Algorithm Design,(4) Establishment of a Robotic Sensor Network System. On Topic(1): We succeeded in deriving theoretical results on conditions for achieving successful cooperation. The result was accepted for presentation at premier conferences, where it received a high evaluation as the first paper providing a nonlinear observer-based cooperative control scheme with theoretical guarantees. The result was also published in a domestic journal. We also extended the result from a pin-hole type camera model to a panoramic camera model so as to overcome the view angle issue which is an essential problem when we use a vision sensor. The result was also published in an international conference and a domestic journal. On Topic(2): We have succeeded in presenting a task switching law based on a so-called consensus protocol. The paper received a best presentation award at a premier conference. Moreover, we presented another distributed task switching algorithm based on evolutionary game theory, which was published in an international journal. On Topic(3): We thought of an idea that robust cooperation is met by integrating game theory with cooperative control. As a preliminary, we first addressed the problem in(i) via game theoretic approach, which was successfully accepted for an international conference and a domestic journal. Moreover, we presented a learning algorithm leading agents to the optimal actions even without any prior knowledge on environment. A series of the results will be presented at a conference and, recently, the journal version was accepted for publication. On Topic(iv): We succeeded in establishing a robotic sensor network system and most of the papers mentioned above include experimental verification using the system.

  • Research Products

    (10 results)

All 2012 2011 2010 2009

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (5 results)

  • [Journal Article] 被覆ゲームに対する最適均衡解の探索2012

    • Author(s)
      和佐泰明, 後藤達彦, 畑中健志, 藤田政之
    • Journal Title

      利得に基づく学習アルゴリズム設計、システム制御情報学会論文誌

      Volume: Vol.25

    • Peer Reviewed
  • [Journal Article] Passivity-basd Pose Synchronization in Three Dimensions2012

    • Author(s)
      T. Hatanaka, Y. Igarashi, M. Fujita and M. W. Spong
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: Vol.57 Pages: 360-375

    • Peer Reviewed
  • [Journal Article] 視覚フィードバックによるリーダ追尾型姿勢協調制御2011

    • Author(s)
      伊吹竜也, 畑中健志, 藤田政之
    • Journal Title

      システム制御情報学会論文誌

      Volume: Vol.24 Pages: 155-164

    • Peer Reviewed
  • [Journal Article] Decision Dynamics in Cooperative Search Based on Evolutionary Game Theory Communications in Information and Systems2011

    • Author(s)
      M. Saito, T. Hatanaka and M. Fujita
    • Journal Title

      Special Issue on Control of Complex and Nonlinear Systems

      Volume: Vol.11 Pages: 57-70

    • Peer Reviewed
  • [Journal Article] Passivity-basd Attitude Synchronization in SE(3)2009

    • Author(s)
      Y. Igarashi, T. Hatanaka, M. Fujita and M. W. Spong
    • Journal Title

      IEEE Transactions on Control Systems Technology

      Volume: Vol.17 Pages: 1119-113

    • Peer Reviewed
  • [Presentation] Payoff-based Inhomogeneous Partially Irrational Play for Potential Game Theoretic Cooperative Control2012

    • Author(s)
      T. Goto, T. Hatanaka and M. Fujita
    • Organizer
      onvergence Analysis, 2012 American Control Conference
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2012-06-28
  • [Presentation] Visual Feedback Pose Synchronization with a Generalized Camera Model2011

    • Author(s)
      T. Ibuki, T. Hatanaka, M. Fujita and M. W. Spong
    • Organizer
      50th IEEE Conference on Decision and Control and European Control Conference
    • Place of Presentation
      Florida, Orlando, USA
    • Year and Date
      2011-12-14
  • [Presentation] Visual Feedback Attitude Synchronization in Leader-follower Type Visibility Structures2010

    • Author(s)
      T. Ibuki, T. Hatanaka, M. Fujita and M. W. Spong
    • Organizer
      49th IEEE Conference on Decision and Control
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2010-12-15
  • [Presentation] Passivity-based Visual Motion Observer2010

    • Author(s)
      T. Hatanaka and M. Fujita
    • Organizer
      From Theory to Distributed Algorithms, Tutorial Session on Computer Vision and Control for the CACSD component on the IEEE 2010 MSC
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2010-09-08
  • [Presentation] Distributed decesion making for task switching via a consensus-like algorithm2009

    • Author(s)
      J. Wagenpfeil, A. Trachte, T. Hatanaka, M. Fujita and O. Sawodny
    • Organizer
      2009 American Control Conference
    • Place of Presentation
      Louis, Missouri, USA
    • Year and Date
      2009-06-12

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Published: 2013-07-31  

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