• DocumentCode
    2780388
  • Title

    Two layered behaviour based navigation of a mobile robot in an unstructured environment using fuzzy logic

  • Author

    Rahman, Nasir ; Jafri, Ali Raza

  • Author_Institution
    Dept. of Mechatronics Eng., Beijing Inst. of Technol.
  • fYear
    2005
  • fDate
    18-18 Sept. 2005
  • Firstpage
    230
  • Lastpage
    235
  • Abstract
    This paper proposes a fuzzy behaviour based controls for the navigation of a differential drive mobile robot in an unstructured environment. Behaviours are implemented by incorporating the information of the current location of mobile robot, location of target and distance of the obstacles from the ultrasonic range finders. This behaviour based controls architecture is composed of two layers, the first layer selects a group of behaviours and second implements controller actions for the selected group. The layered architecture reduces the rule base as well as allows further decomposition of behaviours. The behaviour conflict management is done by using inhibition at first layer and suppression at second layer. Simulation results verify the effectiveness of proposed method by implementing obstacle avoidance, wall following, corridor following, target steering and emergency behaviours successfully
  • Keywords
    collision avoidance; fuzzy control; mobile robots; behaviour conflict management; corridor following; differential drive mobile robot; fuzzy behaviour based controls; fuzzy logic; layered architecture; mobile robot; obstacle avoidance; target steering; two layered behaviour based navigation; ultrasonic range finders; unstructured environment; wall following; Costs; Data mining; Fuzzy logic; Humans; Intelligent sensors; Machine vision; Mobile robots; Navigation; Robot sensing systems; Sensor systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies, 2005. Proceedings of the IEEE Symposium on
  • Conference_Location
    Islamabad
  • Print_ISBN
    0-7803-9247-7
  • Type

    conf

  • DOI
    10.1109/ICET.2005.1558886
  • Filename
    1558886