• DocumentCode
    467688
  • Title

    Design and Development of Multi-Robot Architecture and Decision-Making Model

  • Author

    Li, Shu-qin ; Yuan, Xiao-hua ; Tang, Zhen-min ; Lu Yang ; Yang, Jing-Yu

  • Author_Institution
    Beijing Inf. Sci. & Technol. Univ., Beijing
  • Volume
    1
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    610
  • Lastpage
    616
  • Abstract
    To design individual robot architecture in task-oriented multi-robot system running in dynamic environment, it is essential to give prominence to robot abilities of real-time reaction, making decision ability and the cooperation. However, these abilities, especially the second one, were not emphasized in the existent architectures. In this research, a hybrid robot architecture based on five reaction layers was proposed. A decision-making development method was presented. After pointing out that when a robot being able to satisfy multi-task needing, it not only need to consider the distances, but need to synthetically consider the tasks, environment, and robot´s self-status also, a task team selecting algorithm using decision-making matrix based on the multiple properties was further proposed. And at last test results of garbage treatment in simple simulated environment shows that method proposed in this paper is efficiency.
  • Keywords
    decision making; multi-robot systems; decision-making matrix; decision-making model; hybrid robot architecture; multi-robot architecture; real-time reaction; robot abilities; task team selecting algorithm; Communication system control; Computer architecture; Computer science; Cybernetics; Decision making; Machine learning; Multirobot systems; Robot kinematics; Robot sensing systems; Robotics and automation; Cooperation; Decision-making; Multi-robot system; Robot architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370217
  • Filename
    4370217