Stabilization of Switched Fuzzy Systems via Stabilizing Switching-Dependent ADT Method

被引:9
|
作者
Jin, Cui-Li [1 ,2 ]
Wang, Rui [3 ]
Wang, Qing-Guo [4 ,5 ]
Wu, Di [1 ,2 ]
机构
[1] Dalian Univ Technol, Key Lab Intelligent Controland Optimizat Ind Equip, Minist Educ, Dalian 116024, Peoples R China
[2] Dalian Univ Technol, Sch Control Sci & Engn, Dalian 116024, Peoples R China
[3] Dalian Univ Technol, Sch Aeronaut & Astronaut, Key Lab Adv Technol Aerosp Vehicle, Dalian 116024, Liaoning, Peoples R China
[4] Beijing Normal Univ, Inst Artificial Intelligence, Future Networks, Zhuhai 100875, Peoples R China
[5] BNU HKBU United Int Coll, Guangdong Key Lab AI & Multimodal Data Proc, Zhuhai 519088, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Switches; Fuzzy systems; Behavioral sciences; Stability criteria; Lyapunov methods; Switched systems; Control systems; Nonlinear switched systems; stability; switched fuzzy systems; unstable mode; CONTINUOUS-TIME SYSTEMS;
D O I
10.1109/TFUZZ.2022.3204448
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article is concerned with the stabilization problem of switched Takagi-Sugeno fuzzy systems via the stabilizing switching behavior. Different from the situations considered in the existing literature, the stabilizing-switching-dependent average dwell-time method is applied to break through the limitation of the noncoexistence of dwell-time-dependent and dwell-time-independent destabilizing switching behavior. Then, the stability criteria are established by balancing the state divergence produced from the unstable mode and destabilizing switching behavior through the stabilizing switching behavior. The obtained results are suitable for the situation where all modes are unstable and applied to the design of the state feedback controller. The designed controller relaxes the stabilization assumption for the mode of the fuzzy system. Finally, the simulation illustrates the feasibility and superiority of the proposed method.
引用
收藏
页码:547 / 556
页数:10
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