Output feedback robust H∞ control of uncertain fuzzy dynamic systems with time-varying delay

被引:246
作者
Lee, KR [1 ]
Kim, JH
Jeung, ET
Park, HB
机构
[1] Doowon Tech Coll, Dept Comp Appl Control, Ansung 456890, Gyonggi Do, South Korea
[2] Kyungpook Natl Univ, Sensor Technol Res Ctr, Taegu 702701, South Korea
[3] Changwon Natl Univ, Dept Control & Instrumentat Engn, Chang Won 641773, South Korea
[4] Kyungpook Natl Univ, Sch Elect & Elect Engn, Taegu 702701, South Korea
关键词
fuzzy dynamic systems time delay; linear matrix inequality (LMI); output feedback; robust H-infinity control;
D O I
10.1109/91.890325
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an output feedback robust H-infinity control problem for a class of uncertain fuzzy dynamic systems with time-varying delayed state. The Takagi-Sugeno (TS) fuzzy model Is employed to represent an uncertain nonlinear systems with time-varying delayed state. Using a single quadratic Lyapunov function, the globally exponential stability and disturance attenuation of the closed-loop fuzzy control system are discussed. Sufficient conditions for the existence of robust H-infinity controllers are given in terms of matrix inequalities. Constructive algorithm for design of robust H-infinity controller is also developed. The resulting controller is nonlinear and automatically tuned based on fuzzy operation.
引用
收藏
页码:657 / 664
页数:8
相关论文
共 29 条
[1]   A CONVEX CHARACTERIZATION OF GAIN-SCHEDULED H-INFINITY CONTROLLERS [J].
APKARIAN, P ;
GAHINET, P .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (05) :853-864
[2]  
Boyd S., 1991, LINEAR CONTROLLER DE
[3]  
Boyd S., 1994, LINEAR MATRIX INEQUA, DOI https://doi.org/10.1109/jproc.1998.735454
[4]  
Chen BS, 1996, IEEE T FUZZY SYST, V4, P32, DOI 10.1109/91.481843
[5]   Robustness design of nonlinear dynamic systems via fuzzy linear control [J].
Chen, BS ;
Tseng, CS ;
Uang, HJ .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (05) :571-585
[6]   ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEM [J].
CHEN, CL ;
CHEN, PC ;
CHEN, CK .
FUZZY SETS AND SYSTEMS, 1993, 57 (02) :125-140
[7]   MEMORYLESS H-INFINITY, CONTROLLER-DESIGN FOR LINEAR-SYSTEMS WITH DELAYED STATE AND CONTROL [J].
CHOI, HH ;
CHUNG, MJ .
AUTOMATICA, 1995, 31 (06) :917-919
[8]  
FRANCIS BA, 1987, COURSE HINFINITY CON, V8
[9]  
Gahinet P., 1995, LMI Control Toolbox
[10]  
Green M., 2012, Linear Robust Control