Adaptive Event-Triggered Output Feedback Fuzzy Control for Nonlinear Networked Systems With Packet Dropouts and Actuator Failure

被引:197
|
作者
Zhang, Zhenxing [1 ]
Liang, Hongjing [2 ]
Wu, Chengwei [3 ]
Ahn, Choon Ki [4 ]
机构
[1] Bohai Univ, Sch Math & Phys, Jinzhou 121013, Peoples R China
[2] Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
[3] Harbin Inst Technol, Sch Astronaut, Dept Control Sci & Engn, Harbin 150001, Heilongjiang, Peoples R China
[4] Korea Univ, Sch Elect Engn, Seoul 136701, South Korea
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Actuator failure; adaptive event-triggered mechanism; fuzzy dynamic output feedback control; networked control systems (NCSs); packet dropouts; DISCRETE-TIME SYSTEM; H-INFINITY CONTROL; FILTER DESIGN; TRACKING CONTROL; STABILIZATION;
D O I
10.1109/TFUZZ.2019.2891236
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 studies the problem of adaptive event-triggered dynamic output feedback fuzzy control for nonlinear networked control systems. Two crucial factors, packet dropouts and actuator failure, are taken into consideration simultaneously. Takagi-Sugeno fuzzy model is introduced to describe considered systems. The Bernoulli random distribution process is employed to depict the phenomenon of data missing. The actuator failure model is adopted to depict actuator failure. An innovative adaptive event-triggered strategy is built to save computational resource. In the light of Lyapunov stability theory, a fuzzy dynamic output feedback controller is designed to guarantee the stochastic stability and H-infinity performance for considered systems. Finally, simulation results are provided to demonstrate the usefulness of the proposed control strategy.
引用
收藏
页码:1793 / 1806
页数:14
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