Reliable State Feedback Control of T-S Fuzzy Systems With Sensor Faults

被引:202
作者
Dong, Jiuxiang [1 ,2 ]
Yang, Guang-Hong [1 ,2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
基金
中国博士后科学基金;
关键词
Linear matrix inequalities; reliable control; sensor fault; Takagi and Sugeno (T-S) fuzzy control systems; H-INFINITY CONTROL; NONLINEAR-SYSTEMS; TOLERANT CONTROL; DECENTRALIZED CONTROL; STOCHASTIC-SYSTEMS; LYAPUNOV FUNCTIONS; GUARANTEED COST; DESIGN; ROBUST; DELAY;
D O I
10.1109/TFUZZ.2014.2315298
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 is concerned with reliable state feedback control synthesis for Takagi and Sugeno (T-S) fuzzy systems with sensor multiplicative faults. By considering the influence of sensor faults on both the system states and premise variables of fuzzy controllers, a class of new convex reliable stabilization conditions are proposed for T-S fuzzy systems using the properties of fuzzy product inference engines. Furthermore, the obtained result is extended to the H-infinity reliable control case. The resulting controllers are reliable in that they provide guaranteed asymptotic stability and H-infinity performance when all sensors are operational, as well as when some sensor experiences failures. Different from the proposed approach, the influence of sensor faults on premise variables is not considered in the existing results; then, it might not guarantee the stability and control performance for T-S fuzzy systems with premise variables dependent on the system states. A numerical example is given to illustrate the effectiveness of the proposed method.
引用
收藏
页码:421 / 433
页数:13
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