Title :
Direct Adaptive Fuzzy Control for Robots in Cartesian Space
Author :
Wang, Hong-rui ; Chen, Zeng-Wei ; Wei, Li-Xin ; Tian, Xue-Jing ; Liu, Xiu-Ling
Author_Institution :
Yanshan Univ., Qinhuangdao
Abstract :
In this paper, a kind of direct fuzzy adaptive controller with Hinfin compensation is applied to robot manipulators with uncertainty in Cartesian space. The direct fuzzy adaptive controller is derived from fuzzy logic system as the master one, and the additional Hinfin compensation controller is employed to attenuate both the effects of fuzzy approximation error and external disturbance. In addition, the number of fuzzy rules and the adjustable parameters of the fuzzy logic system are both less than that of indirect fuzzy adaptive control. The Lyapunov stability analysis and simulation results have proven the effectiveness of the approach.
Keywords :
Hinfin control; Lyapunov methods; adaptive control; approximation theory; compensation; fuzzy control; manipulators; stability; uncertain systems; Cartesian space; Hinfin compensation; Lyapunov stability analysis; direct adaptive fuzzy control; external disturbance; fuzzy approximation error; fuzzy logic system; fuzzy rules; robot manipulators; Adaptive control; Approximation error; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Manipulators; Orbital robotics; Programmable control; Uncertainty; Cartesian space; Direct fuzzy adaptive; H¿ compensation;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370193