Mean Square Stabilization for Sampled-Data T-S Fuzzy Systems With Random Packet Dropout

被引:29
作者
Hu, Zenghui [1 ]
Mu, Xiaowu [1 ]
机构
[1] Zhengzhou Univ, Sch Math & Stat, Zhengzhou 450001, Peoples R China
基金
中国国家自然科学基金;
关键词
Stability analysis; Packet loss; Fuzzy systems; Symmetric matrices; Numerical stability; Control systems; Markovian packet dropout; mean square stabilization; sampled-data controller; Takagi-Sugeno (T-S) fuzzy system; NETWORKED CONTROL-SYSTEMS; INPUT-DELAY APPROACH; NONLINEAR-SYSTEMS; FEEDBACK STABILIZATION; DESIGN; CONTROLLERS; MODELS;
D O I
10.1109/TFUZZ.2019.2923377
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 investigates the problem of mean square stabilization for sampled-data Takagi-Sugeno (T-S) fuzzy networked control systems with random packet dropouts. The packet dropout process is modeled as a discrete-time Markovian chain with complete or incomplete accessible transition probability matrix. Based on the Lyapunov function approach, sufficient conditions are derived for the mean square stability. The corresponding sampled-data fuzzy controller design algorithm formulated in terms of linear matrix inequalities is also given based upon the stability conditions. The numerical examples and simulations are provided to illustrate the usefulness of the developed theory.
引用
收藏
页码:1815 / 1824
页数:10
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