Observer-Based Fuzzy Event-Triggered Control for Interval Type-2 Fuzzy Systems

被引:7
作者
Song, Wenting [1 ]
Tong, Shaocheng [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Interval type-2 Takagi-Sugeno fuzzy model; Event-triggered mechanism; Output feedback control; Linear matrix inequality (LMI); Stability analysis; FAULT-DETECTION;
D O I
10.1007/s40815-021-01114-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the fuzzy output feedback event-triggered control design method for the uncertain nonlinear systems with the unavailable states. First, an interval type-2 Takagi-Sugeno fuzzy system is utilized to model the nonlinear system, on which a fuzzy state observer is designed to estimate the unmeasured states. Second, via using the estimated states, a event-triggered mechanism is given, and a fuzzy output feedback event-triggered control approach is developed based on the parallel distributed compensation algorithm. Third, by employing Lyapunov theory, a sufficient condition is derived to guarantee the asymptotic stabilization of the closed-loop system, and the control gain and observer gain matrices are obtained via linear matrix inequalities approach. Finally, a numerical example and a practical example are provided to verify the feasibility and efficiency of the developed control scheme.
引用
收藏
页码:1 / 11
页数:11
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