Title :
Fuzzy Control Design in Consideration of Input Constraint and Reducing LMIs Conservatism
Author :
Han, Hugang ; Morioka, Yoshio
Author_Institution :
Prefectural Univ. of Hiroshima, Hiroshima
Abstract :
This paper deals with stability analysis and control design for a class of nonlinear systems with input constraint when using T-S fuzzy model. After leading the control design to LMIs approach, the attention is paid to 1) how to easy the LMIs conditions so that the system is asymptotically stable in a so-called ellipsoid to be made as large as possible; 2) how to relax the LMIs conditions so that the LMIs problem is more feasible. Also a few examples are given to illustrate the theoretical analysis.
Keywords :
fuzzy control; linear matrix inequalities; LMI conservatism; T-S fuzzy model; Takagi-Sugeno model; fuzzy control design; input constraint; linear matrix inequalities; nonlinear systems; Control design; Ellipsoids; Fuzzy control; Fuzzy sets; Fuzzy systems; Lyapunov method; Nonlinear control systems; Nonlinear systems; Stability analysis; Takagi-Sugeno model;
Conference_Titel :
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
Conference_Location :
London
Print_ISBN :
1-4244-1209-9
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2007.4295681