Control synthesis of singularly perturbed fuzzy systems

被引:59
|
作者
Yang, Guang-Hong [1 ,2 ]
Dong, Jiuxiang [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Peoples R China
[2] Northeastern Univ, Key Lab Integrated Automat Proc Ind, Minist Educ, Shenyang 110004, Peoples R China
基金
中国国家自然科学基金;
关键词
H-infinity performance; linear matrix inequalities (LMIs); nonlinear control systems; singularly perturbed systems; stabilizing control; state feedback control; Takagi-Sugeno (T-S) fuzzy models;
D O I
10.1109/TFUZZ.2007.905911
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 considers the problem of designing stabilizing and H-infinity controllers for nonlinear singularly perturbed systems described by Takagi-Sugeno fuzzy models with the consideration of the bound of singular perturbation parameter epsilon. For the synthesis problem of simultaneously designing the bound of epsilon and stabilizing or H-infinity controllers, linear matrix inequalities (LMI)-based methods are presented. For evaluating the upper bound of epsilon subject to stability or a prescribed H-infinity performance bound constraint for the resulting closed-loop system, sufficient conditions are developed, respectively. For the stabilizing and H-infinity control synthesis without the consideration of improving the bound of epsilon new design methods are also given in terms of solutions to a set of LMIs. Examples are given to illustrate the efficiency of the proposed methods.
引用
收藏
页码:615 / 629
页数:15
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