Title :
H∞ controller design of fuzzy dynamic systems based on piecewise Lyapunov functions
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 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 continuous Lyapunov function can be used to establish the global stability with H∞ performance of the resulting closed loop fuzzy control systems. It is shown that the control law can be obtained by solving a set of linear matrix inequalities (LMI) that is numerically feasible with commercially available software. An example is given to illustrate the application of the proposed method.
Keywords :
H∞ control; Lyapunov methods; closed loop systems; fuzzy control; fuzzy systems; linear matrix inequalities; piecewise linear techniques; stability; LMI; closed loop fuzzy control system; commercial software; control law; controller design method; fuzzy dynamic system; global stability; linear matrix inequality; piecewise smooth Lyapunov function; Control systems; Design methodology; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Linear matrix inequalities; Lyapunov method; Nonlinear control systems; Stability;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2003.811500