Approaches to quadratic stability conditions and H∞ control designs for T-S fuzzy systems

被引:215
作者
Liu, XD [1 ]
Zhang, QL
机构
[1] Dalian Maritime Univ, Dept Math & Phys, Dalian 116024, Peoples R China
[2] Northeastern Univ, Coll Sci, Shenyang 110013, Peoples R China
关键词
H infinity control; linear matrix inequalities (LMIs); quadratic stability; state feedback; Takagi-Sugeno (T-S) fuzzy systems;
D O I
10.1109/TFUZZ.2003.819834
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the problems of quadratic stability conditions and H-infinity control designs for Takagi-Sugeno (T-S) fuzzy systems have been studied. First, a new quadratic stability condition, which is more simple than that in a previous paper, has been, proposed. Second, two new sufficient conditions in the terms of linear matrix inequalities (LMIs) which guarantee the existence of the state feedback H-infinity control for the T-S fuzzy systems have been proposed. The conditions are not only simple but also consider the interactions among the fuzzy subsystems. Finally, based on the LMIs, the H-infinity controller designing methods for the T-S fuzzy systems have been given.
引用
收藏
页码:830 / 839
页数:10
相关论文
共 21 条
[1]  
Boyd S., 1994, LINEAR MATRIX INEQUA, DOI https://doi.org/10.1109/jproc.1998.735454
[2]   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
[3]   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
[4]   H-infinity control of nonlinear continuous-time systems based on dynamical fuzzy models [J].
Cao, SG ;
Rees, NW ;
Feng, G .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1996, 27 (09) :821-830
[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]  
Chen BS, 2000, IEEE T FUZZY SYST, V8, P249, DOI 10.1109/91.855915
[7]   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
[8]   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
[9]   New approaches to relaxed quadratic stability condition of fuzzy control systems [J].
Kim, E ;
Lee, H .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2000, 8 (05) :523-534
[10]  
MASUBUCHI Y, 1997, AUTOMATICA, V32, P669