Title :
Controller synthesis of fuzzy dynamic systems based on piecewise Lyapunov functions and bilinear matrix inequalities
Author_Institution :
Dept. of Manuf. Eng. & Eng. Manage., City Univ. of Hong Kong, Kowloon, China
Abstract :
This paper presents a controller design method for fuzzy dynamic systems based on techniques of piecewise smooth Lyapunov functions and bilinear matrix inequalities. The basic idea of the proposed approaches is to construct the controller for the fuzzy dynamic systems in such a way that a piecewise continuous Lyapunov function can be used to establish the global stability of the resulting closed loop fuzzy control systems. It is shown that the control law can be obtained by solving a set of Bilinear Matrix Inequalities (BMI). An example is given to illustrate the application of the proposed method.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; bilinear matrix inequalities; closed loop fuzzy control systems; control law; controller design; controller synthesis; fuzzy dynamic systems; global stability; piecewise Lyapunov functions; Control system synthesis; Control systems; Design methodology; Fuzzy control; Fuzzy logic; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Nonlinear control systems; Stability;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206623