Title :
Robust analysis of fuzzy guaranteed cost control for a class of time-delay systems with uncertain parameters
Author :
Ma, Guang-Fu ; Zhong, Shi ; Liang-Kuan Zhu ; Liu, Ya-Qiu
Author_Institution :
Dept. of Control Eng., Harbin Inst. of Technol., China
Abstract :
This paper is concerned with the problem of fuzzy guaranteed cost control of time-delay system with parametric uncertainties based on T-S model. By making out the singular value of the matrix, the biggest extension of uncertainty is found. Sufficient conditions for the existence of a control law and an upper bound of cost function for the closed-loop system are given in terms of linear matrix inequality (LMI). It is proved that such an optimal fuzzy guaranteed cost control law exists. A procedure is given to select an optimal fuzzy guaranteed cost controller to minimize the upper bound of quadratic performance index.
Keywords :
closed loop systems; delay systems; fuzzy control; linear matrix inequalities; optimal control; performance index; robust control; uncertain systems; LMI; T-S model; closed-loop system; fuzzy guaranteed cost control; linear matrix inequality; matrix singular value; optimal fuzzy guaranteed cost control law; parametric uncertainty; quadratic performance index; robust analysis; time-delay system; uncertain parameter; Control system synthesis; Control systems; Cost function; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Optimal control; Robust control; Uncertainty; Upper bound;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1380735