H∞ Control of nonlinear discrete-time systems based on dynamical fuzzy models

被引:22
作者
Cao, SG [1 ]
Rees, NW [1 ]
Feng, G [1 ]
Liu, W [1 ]
机构
[1] Univ New S Wales, Sch Elect Engn, Sydney, NSW 2052, Australia
关键词
D O I
10.1080/002077200291343
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a solution to H-infinity control problem for a class of discrete-time nonlinear systems. This class of nonlinear systems can be represented by a discrete-time dynamical fuzzy model. A suitable quadratic Lyapunov function is used to establish asymptotic stability with an l(2)-norm bound gamma of the closed-loop system. Furthermore, a constrictive algorithm is developed to obtain the stabilizing feedback control law. The controller design algorithm involves solving a set of suitable algebraic Riccati equations. An example is given to illustrate the application of the method.
引用
收藏
页码:229 / 241
页数:13
相关论文
共 18 条
[1]  
Cao S.G., 1995, P IFAC NOLOCOS 95 DA, P935
[2]   ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEMS USING DYNAMIC FUZZY GLOBAL-MODELS [J].
CAO, SG ;
REES, NW ;
FENG, G .
FUZZY SETS AND SYSTEMS, 1995, 75 (01) :47-62
[3]   Quadratic stability analysis and design of continuous-time fuzzy control systems [J].
Cao, SG ;
Rees, NW ;
Feng, G .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1996, 27 (02) :193-203
[4]   Analysis and design for a class of complex control systems .2. Fuzzy controller design [J].
Cao, SG ;
Rees, NW ;
Feng, G .
AUTOMATICA, 1997, 33 (06) :1029-1039
[5]   Stability analysis and design for a class of continuous-time fuzzy control systems [J].
Cao, SG ;
Rees, NW ;
Feng, G .
INTERNATIONAL JOURNAL OF CONTROL, 1996, 64 (06) :1069-1087
[6]   Analysis and design for a class of complex control systems .1. Fuzzy modelling and identification [J].
Cao, SG ;
Rees, NW ;
Feng, G .
AUTOMATICA, 1997, 33 (06) :1017-1028
[7]   IDENTIFICATION OF DYNAMIC FUZZY MODELS [J].
CAO, SG ;
REES, NW .
FUZZY SETS AND SYSTEMS, 1995, 74 (03) :307-320
[8]  
FENG G, 1995, J INTELL FUZZY SYST, V3, P295
[9]   An approach to H-infinity control of a class of nonlinear systems [J].
Feng, G ;
Cao, SG ;
Rees, NW .
AUTOMATICA, 1996, 32 (10) :1469-1474
[10]   Design of fuzzy control systems with guaranteed stability [J].
Feng, G ;
Cao, SG ;
Rees, NW ;
Chak, CK .
FUZZY SETS AND SYSTEMS, 1997, 85 (01) :1-10