An approach to H∞ control of fuzzy dynamic systems

被引:35
作者
Ma, J
Feng, G
机构
[1] City Univ Hong Kong, Dept Informat Syst, Kowloon, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Dept MEEM, Kowloon, Hong Kong, Peoples R China
关键词
fuzzy dynamic systems; fuzzy control; H-infinity control; nonlinear systems;
D O I
10.1016/S0165-0114(02)00281-6
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents an approach to H-infinity control of a class of continuous-time nonlinear systems which can be represented by a fuzzy dynamic model. A suitable piecewise differentiable quadratic Lyapunov function is used to establish asymptotic stability and H-infinity performance of the closed-loop fuzzy control system. A constructive algorithm is developed to obtain the H-infinity feedback control law, which involves solving a set of suitable algebraic Riccati equations. An example is given to illustrate the application of the method. (C) 2002 Elsevier B.V. All rights reserved.
引用
收藏
页码:367 / 386
页数:20
相关论文
共 36 条
[21]  
Pandit S. G., 1982, LECT NOTES MATH, V954
[22]   CHARACTERIZATION OF THE L2-INDUCED NORM FOR LINEAR-SYSTEMS WITH JUMPS WITH APPLICATIONS TO SAMPLED-DATA SYSTEMS [J].
SIVASHANKAR, N ;
KHARGONEKAR, PP .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1994, 32 (04) :1128-1150
[23]   FUZZY CONTROL OF MODEL CAR [J].
SUGENO, M ;
NISHIDA, M .
FUZZY SETS AND SYSTEMS, 1985, 16 (02) :103-113
[24]   STRUCTURE IDENTIFICATION OF FUZZY MODEL [J].
SUGENO, M ;
KANG, GT .
FUZZY SETS AND SYSTEMS, 1988, 28 (01) :15-33
[25]  
Sugeno M., 1985, IND APPL FUZZY CONTR
[26]   H-INFINITY CONTROL AND FILTERING FOR SAMPLED-DATA SYSTEMS [J].
SUN, WQ ;
NAGPAL, KM ;
KHARGONEKAR, PP .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1993, 38 (08) :1162-1175
[27]   FUZZY IDENTIFICATION OF SYSTEMS AND ITS APPLICATIONS TO MODELING AND CONTROL [J].
TAKAGI, T ;
SUGENO, M .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (01) :116-132
[28]   Fuzzy regulators and fuzzy observers: Relaxed stability conditions and LMI-based designs [J].
Tanaka, K ;
Ikeda, T ;
Wang, HO .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1998, 6 (02) :250-265
[29]   A ROBUST STABILIZATION PROBLEM OF FUZZY CONTROL-SYSTEMS AND ITS APPLICATION TO BACKING UP CONTROL OF A TRUCK-TRAILER [J].
TANAKA, K ;
SANO, M .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1994, 2 (02) :119-134
[30]   STABILITY ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEMS [J].
TANAKA, K ;
SUGENO, M .
FUZZY SETS AND SYSTEMS, 1992, 45 (02) :135-156