• DocumentCode
    800895
  • Title

    Dynamical neural networks for planning and low-level robot control

  • Author

    Quoy, Mathias ; Moga, Sorin ; Gaussier, Philippe

  • Author_Institution
    ETIS, Univ. de Cergy-Pontoise-ENSEA, Cergy-Pontoise, France
  • Volume
    33
  • Issue
    4
  • fYear
    2003
  • fDate
    7/1/2003 12:00:00 AM
  • Firstpage
    523
  • Lastpage
    532
  • Abstract
    We use dynamical neural networks based on the neural field formalism for the control of a mobile robot. The robot navigates in an open environment and is able to plan a path for reaching a particular goal. We will describe how this dynamical approach may be used by a high level system (planning) for controlling a low level behavior (speed of the robot). We give also results about the control of the orientation of a camera and a robot body.
  • Keywords
    mobile robots; neural nets; path planning; dynamical neural networks; mobile robot; path planning; robot control; robot navigation; robot planning; Animation; Cameras; Cognitive robotics; Control systems; Gaussian processes; Mobile robots; Navigation; Neural networks; Robot control; Robot vision systems;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/TSMCA.2003.809224
  • Filename
    1235985