• DocumentCode
    2343600
  • Title

    Autonomous robot navigation using fuzzy logic controller

  • Author

    Wang, Meng ; Liu, Qian N K

  • Author_Institution
    Dept. of Comput., Hong Kong Polytech. Univ., China
  • Volume
    2
  • fYear
    2004
  • fDate
    26-29 Aug. 2004
  • Firstpage
    691
  • Abstract
    The main challenge for designers of today´s autonomous robotics is to build robust control programs that reliably perform complex tasks in the face of real-world environmental uncertainties. This paper proposes a generalized framework for a behavior-based navigation strategy of autonomous robots. This framework includes goal determination, preprocessing, behavior design, behavior arbitration, and command fusion. This framework is practical and used for our novel telecommanding teleoperation paradigm. The experiments, including wander, goal control and advanced telecommanding, have shown this framework to be reliable.
  • Keywords
    fuzzy control; intelligent control; navigation; path planning; telerobotics; autonomous robot navigation; behavior arbitration; behavior design; behavior-based navigation strategy; command fusion; fuzzy logic controller; goal determination; telecommanding teleoperation paradigm; Fuzzy logic; Intelligent robots; Internet; Mobile robots; Navigation; Robot kinematics; Robust control; Telerobotics; Uncertainty; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
  • Print_ISBN
    0-7803-8403-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2004.1382273
  • Filename
    1382273