Filtering of interval type-2 fuzzy time-delay systems under a unified frame

被引:4
作者
Cheng, Guanhong [1 ]
Liu, Kai [1 ]
Zhao, Tao [1 ]
机构
[1] Sichuan Univ, Sch Elect Engn & Informat, Chengdu 610065, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Interval type-2 T-S fuzzy systems; time-delay; filtering; unified frame; INFINITY CONTROLLER-DESIGN; STABILITY ANALYSIS; LYAPUNOV-FUNCTION; VARYING DELAY; DYNAMIC-SYSTEMS; STABILIZATION;
D O I
10.3233/JIFS-162338
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study investigates the problems of filter design for nonlinear time-delay systems with parameter uncertainties under a unified frame. The nonlinear systems subjected to parameter uncertainties are represented by an interval type-2 (IT2) Takagi-Sugeno (T-S) fuzzy time-delay model. A novel IT2 fuzzy filter is designed by establishing a Lyapunov-Krasovskii function, so that the filtering error system can guarantee the passive, dissipative, H-infinity and L-2 - L-infinity performance indexes under a unified frame. The proposed criterion is presented via linear matrix inequalities (LMIs). Two numerical examples are given to demonstrate the capability of the suggested results.
引用
收藏
页码:1027 / 1039
页数:13
相关论文
共 33 条
[1]   New Stability Conditions Based on Piecewise Fuzzy Lyapunov Functions and Tensor Product Transformations [J].
Campos, Victor C. S. ;
Souza, Fernando O. ;
Torres, Leonardo A. B. ;
Palhares, Reinaldo M. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (04) :748-760
[2]  
Cao JT, 2011, INT J FUZZY SYST, V13, P335
[3]   Nonfragile H∞ Filter Design for T-S Fuzzy Systems in Standard Form [J].
Chang, Xiao-Heng ;
Yang, Guang-Hong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3448-3458
[4]   Relaxed stabilization conditions for continuous-time Takagi-Sugeno fuzzy control systems [J].
Chang, Xiao-Heng ;
Yang, Guang-Hong .
INFORMATION SCIENCES, 2010, 180 (17) :3273-3287
[5]   Relaxed Stabilization Criterion for T-S Fuzzy Systems by Minimum-Type Piecewise-Lyapunov-Function-Based Switching Fuzzy Controller [J].
Chen, Ying-Jen ;
Ohtake, Hiroshi ;
Tanaka, Kazuo ;
Wang, Wen-June ;
Wang, Hua O. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (06) :1166-1173
[6]   H∞ controller design of fuzzy dynamic systems based on piecewise Lyapunov functions [J].
Feng, G .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (01) :283-292
[7]   Approaches to robust filtering design of discrete time fuzzy dynamic systems [J].
Feng, Gang ;
Chen, Meng ;
Sun, Dong ;
Zhang, Tiejun .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2008, 16 (02) :331-340
[8]   A survey on analysis and design of model-based fuzzy control systems [J].
Feng, Gang .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (05) :676-697
[9]   Stability Analysis and Stabilization for Discrete-Time Fuzzy Systems With Time-Varying Delay [J].
Gao, Huijun ;
Liu, Xiuming ;
Lam, James .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 39 (02) :306-317
[10]   Fuzzy control turns 50: 10 years later [J].
Guerra, Thierry M. ;
Sala, Antonio ;
Tanaka, Kazuo .
FUZZY SETS AND SYSTEMS, 2015, 281 :168-182