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
Link To Document :
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