DocumentCode :
2002776
Title :
A robust model-based fuzzy-logic controller for robot manipulators
Author :
Emami, Mohammad R. ; Goldenberg, Andrew A. ; Turkse, I. Burhan
Author_Institution :
Dept. of Mech. & Ind. Eng., Toronto Univ., Ont., Canada
Volume :
3
fYear :
1998
fDate :
16-20 May 1998
Firstpage :
2500
Abstract :
This paper presents a fuzzy-logic control structure, containing the fuzzy-logic model of the dynamic system and fuzzy control rules that ensure the stability and robust performance. The robust fuzzy rules are designed based on a generalized formulation of sliding mode control for a class of nonlinear multi-input multi-output systems. The proposed fuzzy-logic control scheme was applied to the trajectory control of a four-degree-of-freedom robot, and compared with the high-gain PID controllers. A superior tracking performance was achieved
Keywords :
MIMO systems; fuzzy control; manipulators; nonlinear systems; position control; robust control; tracking; variable structure systems; MIMO systems; fuzzy control; fuzzy rules; model-based control; nonlinear systems; robot manipulators; robust control; sliding mode control; stability; tracking; trajectory control; Control systems; Fuzzy control; Fuzzy systems; Manipulators; Nonlinear control systems; Robot control; Robotics and automation; Robust control; Robust stability; Sliding mode control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 1998. Proceedings. 1998 IEEE International Conference on
Conference_Location :
Leuven
ISSN :
1050-4729
Print_ISBN :
0-7803-4300-X
Type :
conf
DOI :
10.1109/ROBOT.1998.680717
Filename :
680717
Link To Document :
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