Filtering for Discrete-Time Takagi-Sugeno Fuzzy Nonhomogeneous Markov Jump Systems With Quantization Effects

被引：59

作者：

Hua, Mingang ^{[1
]}

Qian, Yangyang ^{[1
]}

Deng, Feiqi ^{[2
]}

Fei, Juntao ^{[1
]}

Cheng, Pei ^{[3
]}

Chen, Hua ^{[4
]}

机构：

[1] Hohai Univ, Coll Internet Things Engn, Changzhou 213022, Peoples R China

[2] South China Univ Technol, Coll Automat Sci & Engn, Guangzhou 510640, Peoples R China

[3] Anhui Univ, Sch Math Sci, Hefei 230601, Peoples R China

[4] Hohai Univ, Coll Sci, Nanjing 210098, Peoples R China

来源：

IEEE TRANSACTIONS ON CYBERNETICS | 2022年 / 52卷 / 02期

基金：

中国国家自然科学基金;

关键词：

Discrete time; H-infinity and l(2)-l(infinity) filtering; Markov jump systems (M[!text type='JS']JS[!/text]s); nonhomogeneous; quantization; Takagi-Sugeno (T-S) fuzzy; H-INFINITY; NONLINEAR-SYSTEMS; LINEAR-SYSTEMS; DESIGN; MODEL; L(2); STABILIZATION; STABILITY; NETWORKS;

D O I：

10.1109/TCYB.2020.2991159

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 article deals with the problem of H-infinity and l(2)-l(infinity) filtering for discrete-time Takagi-Sugeno fuzzy non-homogeneous Markov jump systems with quantization effects, respectively. The time-varying transition probabilities are in a polytope set. To reduce conservativeness, a mode-dependent logarithmic quantizer is considered in this article. Based on the fuzzy-rule-dependent Lyapunov function, sufficient conditions are given such that the filtering error system is stochastically stable and has a prescribed H-infinity or l(2)-l(infinity) performance index, respectively. Finally, a practical example is provided to illustrate the effectiveness of the proposed fuzzy filter design methods.

引用

页码：982 / 995

页数：14

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