Distributed Event-Triggered H∞ Filtering for Discrete-Time T-S Fuzzy Systems Over Sensor Networks

被引:35
|
作者
Wang, Xiao-Lei [1 ]
Yang, Guang-Hong [1 ,2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed event-triggered (ET); distributed filters; dynamic saturation levels; T-S fuzzy systems; FAULT-DETECTION; DESIGN;
D O I
10.1109/TSMC.2018.2882540
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 investigates the distributed event-triggered (ET) H-infinity filtering problem for discretetime T-S fuzzy systems over sensor networks. In order to mitigate the effect of channel noise on the filtering error systems, dynamic saturation levels are considered in this paper. Different from the existing linear distributed ET filters design results, new piecewise fuzzy distributed filters are established to address the challenges caused by the distributed ET mechanisms. By constructing piecewise differentiable Lyapunov functionals, sufficient conditions in terms of linear matrix inequalities are obtained to guarantee the exponential stability and desired performance of the filtering error system. Finally, two examples are employed to verify the effectiveness of the proposed method.
引用
收藏
页码:3269 / 3280
页数:12
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