• DocumentCode
    2011656
  • Title

    Visual homing for a mobile robot using direction votes from flow vectors

  • Author

    Stewart, Robert L. ; Mills, Michael ; Zhang, Hong

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Alberta, Edmonton, AB, Canada
  • fYear
    2012
  • fDate
    13-15 Sept. 2012
  • Firstpage
    413
  • Lastpage
    418
  • Abstract
    This paper investigates the problem of robot visual homing - the navigation to a goal location by a mobile robot using visual sensory input. The visual homing approach taken is to consider the flow vectors between a robot´s current view and a desired milestone view. The flow vectors can be used to determine an angular velocity command that attempts to align the two views under a constant forward speed. Experiments with a mobile robot have been conducted following the teach-replay approach. By using a sequence of milestone images taken successively along a path, preliminary results show that a robot can successfully repeat the path and navigate to its goal autonomously. The method should be useful for route following and other applications involving visual navigation.
  • Keywords
    angular velocity control; image sensors; image sequences; mobile robots; path planning; robot vision; angular velocity command; constant forward speed; direction votes; flow vectors; milestone images sequence; milestone view; mobile robot; robot current view; robot visual homing; teach-replay approach; visual navigation; visual sensory input; Cameras; Education; Mutual information; Navigation; Robots; Vectors; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multisensor Fusion and Integration for Intelligent Systems (MFI), 2012 IEEE Conference on
  • Conference_Location
    Hamburg
  • Print_ISBN
    978-1-4673-2510-3
  • Electronic_ISBN
    978-1-4673-2511-0
  • Type

    conf

  • DOI
    10.1109/MFI.2012.6343078
  • Filename
    6343078