Title :
Observer-based fuzzy H∞ control for uncertain nonlinear systems with time delays
Author :
Lee, Kap Rai ; Kim, Jong Hae ; Jeung, Eun Tae ; Yun, Han O. ; Park, Hong Bae
Author_Institution :
Dept. of Comput. Appl. Control, Doowon Tech. Coll., Gyonggi, South Korea
Abstract :
This paper presents the problem of observer-based fuzzy H∞ control for a class of uncertain nonlinear systems with time-varying delayed systems on the basis of Takagi-Sugeno fuzzy model. First, we design a fuzzy observer such that destination error system is globally, exponentially stable. Next, we design a fuzzy H∞ controller such that the closed loop system is globally, exponentially stable and achieves L2 gain performance. The fuzzy control systems utilize the concept of the so-called parallel distributed compensation. A sufficient condition for the existence of robust fuzzy H∞ controllers and observers are given in terms of linear matrix inequalities (LMIs). The control gains can also be directly obtained from the LMI solutions
Keywords :
H∞ control; asymptotic stability; closed loop systems; delay systems; fuzzy control; matrix algebra; nonlinear systems; observers; time-varying systems; uncertain systems; H∞ control; Takagi-Sugeno model; closed loop system; delay systems; exponential stability; fuzzy control; linear matrix inequality; nonlinear systems; observer; parallel distributed compensation; sufficient condition; time-varying systems; uncertain systems; Closed loop systems; Control systems; Delay systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Performance gain; Takagi-Sugeno model; Time varying systems;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.783571