• DocumentCode
    1548786
  • Title

    Pilot level of a hierarchical controller for an unmanned mobile robot

  • Author

    Isik, Can ; Meystel, Alexander M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Syracuse Univ., NY, USA
  • Volume
    4
  • Issue
    3
  • fYear
    1988
  • fDate
    6/1/1988 12:00:00 AM
  • Firstpage
    241
  • Lastpage
    255
  • Abstract
    The controller for an intelligent mobile autonomous system (IMAS), equipped with vision and low-level sensors to cope with unknown obstacles, is modeled as a hierarchy of decision-making for planning and control. One of the levels (pilot) deals with a distorted `windshield´ view of the world and provides the actuator controller with real-time decisions. This level of IMAS controller is treated as a linguistic controller with fuzzy variables that assume values from possible intervals. The decision-making process at this level of control are presented as a production system with a fuzzy database. The rules in the production system are derived from an analytical system model for minimum-time control. The choice of optimal motion execution commands is performed using fuzzy set operators. Also included is a temporal decision-making mechanism (reporter), which recognizes the persisting conflicts between successive levels of the hierarchy by observing the motion trajectory
  • Keywords
    artificial intelligence; computer vision; computerised navigation; computerised pattern recognition; fuzzy set theory; robots; artificial intelligence; computerised navigation; computerised pattern recognition; decision-making; fuzzy database; fuzzy set operators; hierarchical controller; intelligent mobile autonomous system; motion trajectory; obstacle avoidance; path planning; pilot level; unmanned mobile robot; Automotive components; Control systems; Decision making; Fuzzy control; Fuzzy systems; Intelligent actuators; Intelligent sensors; Intelligent systems; Production systems; Sensor systems;
  • fLanguage
    English
  • Journal_Title
    Robotics and Automation, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0882-4967
  • Type

    jour

  • DOI
    10.1109/56.785
  • Filename
    785