Stability and L1-Gain Analysis for Positive Takagi-Sugeno Fuzzy Systems With Impulse

被引:24
|
作者
Zhu, Baolong [1 ]
Suo, Mingliang [2 ]
Chen, Liangming [1 ]
Li, Shunli [1 ]
机构
[1] Harbin Inst Technol, Sch Astronaut, Harbin 150001, Heilongjiang, Peoples R China
[2] Beihang Univ, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
关键词
Dwell-time constraint; impulse interval partitioning; impulsive systems; L-1; gain; positive nonlinear systems; stability; HYBRID LINEAR-SYSTEMS; OUTPUT-FEEDBACK STABILIZATION; SAMPLED-DATA SYSTEMS; H-INFINITY CONTROL; ROBUST STABILITY; EXPONENTIAL STABILITY; NONLINEAR-SYSTEMS; DYNAMIC FEEDBACK; DELAY SYSTEMS; OBSERVERS;
D O I
10.1109/TFUZZ.2018.2866968
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 the stability analysis and L-1-gain characterization for positive Takagi-Sugeno fuzzy systems subject to impulse effects. The main tool utilized is the construction of an impulse-time-dependent discretized copositive Lyapunov function where the impulse interval partitioning idea is exploited to derive less conservative results. For the disturbance-free case, stability criteria are developed to guarantee global exponential stability of the concerned systems under ranged and constant dwell-time constraints. The analysis of the influence of the discretizing parameter on the reduction of conservativeness is performed. We further employ the proposed impulse-time-dependent discretized copositive Lyapunov function to analyze the L-1-gain performance for the case where external disturbances are considered. By performing a grid search for a scalar in an interval, all the proposed criteria can be checked via linear programming. Finally, numerical simulations are discussed to illustrate the effectiveness of the theoretical results.
引用
收藏
页码:3893 / 3901
页数:9
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