• DocumentCode
    3058263
  • Title

    Shared control for obstacle avoidance in intelligent wheelchairs

  • Author

    Petry, Marcelo R. ; Moreira, Antonio Paulo ; Braga, Rodrigo A M ; Reis, Luis Paulo

  • Author_Institution
    Robot. & Intell. Syst. - INESCPorto, Fac. of Eng. of the Univ. of Porto - FEUP, Porto, Portugal
  • fYear
    2010
  • fDate
    28-30 June 2010
  • Firstpage
    182
  • Lastpage
    187
  • Abstract
    Intelligent wheelchairs operating in dynamic environments need to sense its neighborhood and adapt the control signal, in real-time, to avoid collisions and protect the user. In this paper we propose a robust, real-time obstacle avoidance extension of the classic potential field methodology. Our algorithm is specially adapted to share the wheelchair´s control with the user avoiding risky situations. This method relies on the idea of virtual forces, generated by the user command (attractive force) and by the objects detected on each ultrasonic sensor (repulsive forces), acting on the wheelchair. The resultant wheelchair´s behavior is obtained by the sum of the attractive force and all the repulsive forces at a given position. Experimental results from drive tests in a cluttered office environment provided statistical evidence that the proposed algorithm is effective to reduce the number of collisions and still improve the user´s safety perception.
  • Keywords
    collision avoidance; handicapped aids; medical robotics; mobile robots; safety; wheelchairs; attractive force; intelligent wheelchairs; obstacle avoidance; potential field methodology; repulsive forces; shared control; ultrasonic sensor; user safety perception; Artificial intelligence; Control systems; Force sensors; Intelligent robots; Mobile robots; Navigation; Real time systems; Safety; Testing; Wheelchairs; Intelligent wheelchairs; obstacle avoidance; potential field;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics Automation and Mechatronics (RAM), 2010 IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-6503-3
  • Type

    conf

  • DOI
    10.1109/RAMECH.2010.5513193
  • Filename
    5513193