• DocumentCode
    966123
  • Title

    Dynamic generation of subgoals for autonomous mobile robots using local feedback information

  • Author

    Krogh, Bruce H. ; Feng, Dai

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Carnegie-Mellon Univ., Pittsburgh, PA, USA
  • Volume
    34
  • Issue
    5
  • fYear
    1989
  • fDate
    5/1/1989 12:00:00 AM
  • Firstpage
    483
  • Lastpage
    493
  • Abstract
    An algorithm is presented for using a local feedback information to generate subgoals for driving an autonomous mobile robot (AMR) along a collision-free trajectory to a goal. The subgoals section algorithm (SSA) updates subgoal positions while the AMR is moving so that continuous motion is achieved without stopping to replan a path when new sensor data becomes available. Assuming a finite number of polynomial obstacles (i.e. the internal representation of the local environment in terms of a 2-D map with linear obstacles boundaries) and a dynamic steering control algorithm (SCA) capable of driving the AMR to safe subgoals, it is shown that the feedback algorithm for subgoal selection will direct the AMR along a collision-free trajectory to the final goal in finite time. Properties of the algorithm are illustrated by simulation examples
  • Keywords
    artificial intelligence; feedback; mobile robots; position control; artificial intelligence; autonomous mobile robots; collision-free trajectory; dynamic steering control; local feedback; polynomial obstacles; position control; subgoals section algorithm; Application software; Feedback loop; Heuristic algorithms; Kinematics; Linear feedback control systems; Mobile robots; Navigation; Path planning; Robot sensing systems; Trajectory;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.24200
  • Filename
    24200