DocumentCode :
1662626
Title :
Fuzzy behavior-based control for a task of three-link manipulator
Author :
Dassanayake, Palitha ; Watanabe, Keigo ; Izumi, Kiyotalca
Author_Institution :
Fac. of Eng. Syst. & Technol., Saga Univ., Japan
Volume :
2
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Firstpage :
776
Abstract :
Artificial intelligent robots use the subsumption architecture on an increasing level of competence behaviors in many applications due to the advantage of dividing the control system according to the task achieving behaviors. One important application for a mobile robot is to reach a target while avoiding obstacles based on fuzzy behavior-based control. Apart from the behavior-based approach, there are other applications where the manipulators need to avoid obstacles and track a given path, and they involve inverse kinematic techniques in controlling the system. We study a manipulator reaching a target while avoiding obstacles based on a fuzzy behavior-based control approach. An additional element is also combined with the controller to compensate the gravitational effect. Simulations were carried out for 3 initial conditions and the results show that the fuzzy behavior approach is suitable for controlling manipulators
Keywords :
compensation; fuzzy control; genetic algorithms; learning (artificial intelligence); manipulator dynamics; manipulator kinematics; position control; competence behaviors; fuzzy behavior-based control; gravitational effect; inverse kinematic techniques; obstacle avoidance; path tracking; subsumption architecture; task achieving behaviors; three-link manipulator; Control engineering; Control systems; Fuzzy control; Intelligent robots; Manipulators; Mechanical engineering; Mobile robots; Robot kinematics; Systems engineering and theory; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.825360
Filename :
825360
Link To Document :
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