Title :
Design of discrete time fuzzy controller based on piecewise Lyapunov functions
Author :
Feng, Gang ; Lu, Guo Ping
Author_Institution :
Dept. of MEEM, City Univ. of Hong Kong, Kowloon, China
Abstract :
Presents a controller synthesis method for discrete time fuzzy dynamic systems based on a piecewise smooth Lyapunov function. The basic idea of the proposed approach is to construct controllers for the fuzzy dynamic systems in such a way that a piecewise smooth Lyapunov function can be used to establish the global stability of the resulting closed loop fuzzy control systems. It is shown that the control laws can be obtained by solving a set of linear matrix inequalities that is numerically feasible with commercially available software. An example is given to illustrate the application of the proposed method.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; discrete time systems; fuzzy control; matrix algebra; closed loop fuzzy control systems; control laws; controller synthesis method; discrete time fuzzy controller; global stability; linear matrix inequalities; piecewise Lyapunov functions; smooth Lyapunov function; Control system synthesis; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Linear matrix inequalities; Lyapunov method; Nonlinear control systems; Stability;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020134