• DocumentCode
    2417795
  • Title

    A Multilayered Fuzzy Controller for a Mobile Robot

  • Author

    Khatra, Ajit P. ; Gaonkar, Priti K. ; Rattan, Kuldip S.

  • Author_Institution
    Wright State Univ., Dayton
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    1133
  • Lastpage
    1138
  • Abstract
    This paper describes a multi-layered fuzzy control algorithm to control an autonomous mobile robot capable of reaching a pre-defined destination without any human intervention. This control algorithm is divided into three different layers to control the robot in different environments. The first layer, orientation layer, helps the robot align itself in the direction of the destination. The second layer, PD layer, helps the robot navigation through passageways. The third layer, obstacle avoidance, keeps the robot away from any obstacles in its path. This multi-layered navigational algorithm is implemented on an autonomous mobile robot built on a modular platform consisting of three modules: the sensor module, the motor driver module, and the supervisor module. The experimental results show that the autonomous mobile robot moves efficiently through different passageways, avoiding all the obstacles in its path.
  • Keywords
    collision avoidance; fuzzy control; mobile robots; path planning; autonomous mobile robot; modular platform; motor driver module; multilayered fuzzy controller; obstacle avoidance; passageways; predefined destination; robot navigation; sensor module; supervisor module; Fuzzy control; Humans; Mars; Mathematical model; Mobile robots; NASA; Navigation; Robot control; Robot sensing systems; Robotics and automation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2006 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-9488-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.2006.1681852
  • Filename
    1681852