• DocumentCode
    2043147
  • Title

    A fuzzy integrated robotic behavioral architecture

  • Author

    Hombal, Vadiraj K. ; Sekmen, Ali Safak ; Zein-Sabatto, M. Saleh

  • Author_Institution
    Intelligent Control Syst. Lab., Tennessee State Univ., Nashville, TN, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    52
  • Lastpage
    55
  • Abstract
    We propose a variant of the fine-grained subsumption architecture. We use active perception layers instead of whole behavior components. This provides for context sensitive behavior arbitration. Each behavior is tied to an active perception unit that may implement a behavior selection mechanism. Further, information passing between layers in terms of fuzzy variables is suggested. This allows for graceful command arbitration at the action execution layer. The whole robot control system can be viewed as a multistage fuzzy control system. We also provide a brief discussion of our implementation of the architecture. The minimal implementation of the scheme has provided encouraging results and further work is on in the analysis of the architecture
  • Keywords
    fuzzy control; intelligent control; robots; active perception layers; behavior selection mechanism; command arbitration; context sensitive behavior arbitration; fine-grained subsumption architecture; fuzzy integrated robotic behavioral architecture; information passing; Actuators; Animals; Context; Control systems; Intelligent control; Laboratories; Performance analysis; Robot control; Robot sensing systems; Sensor systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon 2000. Proceedings of the IEEE
  • Conference_Location
    Nashville, TN
  • Print_ISBN
    0-7803-6312-4
  • Type

    conf

  • DOI
    10.1109/SECON.2000.845424
  • Filename
    845424