H8filtering for discrete-time switched fuzzy delayed systems with channel fading via improved state-dependent switching

被引:6
作者
Sang, Hong [1 ]
Nie, Hong [4 ]
Li, Zhuoyu [3 ]
Zhao, Jun [2 ]
机构
[1] Dalian Maritime Univ, Coll Marine Elect Engn, Dalian 116026, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Sch Modern Posts, Nanjing 210003, Peoples R China
[4] Petrochem Univ, Sch Sci, Fushun 113001, Peoples R China
关键词
Switched fuzzy system; H(infinity)filtering; Discrete-time domain; Time-varying delay; Improved min-switching mechanism; Fading measurements; LINEAR-SYSTEMS; STABILITY ANALYSIS; NEURAL-NETWORKS; NONLINEAR-SYSTEMS; STABILIZATION; FEEDBACK; DESIGN;
D O I
10.1016/j.ins.2022.11.039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The present research investigates the H-infinity filtering problem for a class of discrete-time switched Takagi-Sugeno (T-S) fuzzy systems with time-varying delay. The channel fading phenomenon is considered, where the fading rates are depicted by a random variable distributed over a certain interval with known statistical properties. Different from the reported relevant results, all subsystems of the considered switched fuzzy delayed systems can be unstable. To conquer the faultiness of the existing min-switching mechanism for switched delayed systems in discrete-time domain, the improved state-dependent switch-ing paradigm and Lyapunov-Krasovskii functional (LKF) are constructed. As a result, suffi-cient conditions with less conservativeness are formulated. In addition, we have shown that the concerned filtering error system is asymptotically mean-square stable (AMSS) and possesses a standard "2 performance level. Finally, the superiority and practicability of the proposed design approach are corroborated through the provided simulation examples.
引用
收藏
页码:849 / 866
页数:18
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