Non-fragile finite-time filter design for time-delayed Markovian jumping systems via T-S fuzzy model approach

被引：45
|
作者：
He, Shuping [1 ]
Xu, Huiling [2 ]
机构：
[1] Anhui Univ, Sch Elect Engn & Automat, Hefei 230601, Peoples R China
[2] Nanjing Univ Sci & Technol, Sch Sci, Nanjing 210094, Jiangsu, Peoples R China
来源：
NONLINEAR DYNAMICS | 2015年 / 80卷 / 03期
基金：
中国国家自然科学基金;
关键词：
Nonlinear Markovian jumping systems (NM[!text type='JS']JS[!/text]s); Non-fragile finite-time H-infinity filter; Finite-time boundness; Takagi-Sugeno fuzzy models; Linear matrix inequalities (LMIs); H-INFINITY CONTROL; STOCHASTIC-SYSTEMS; CONTROLLER-DESIGN; PASSIVE CONTROL; LINEAR-SYSTEMS; SYNCHRONIZATION; STABILITY; NETWORKS;
D O I：
10.1007/s11071-015-1933-4
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
In this paper, the non-fragile finite-time filtering problem is studied for a class of nonlinear Markovian jumping systems (NMJSs) with time delays and uncertainties. To design the mode-dependent non-fragile state filter, Takagi-Sugeno (T-S) fuzzy models are employed to represent the time-delayed and uncertain NMJSs. Then, based on the Lyapunov-Krasovskii functional, a sufficient condition is derived for the existence of a desired non-fragile filter which also guarantees the finite-time boundness of the filtering error dynamical NMJSs. By this criterion, the approach to designing a non-fragile fuzzy filter is developed in terms of linear matrix inequalities. Finally, a numerical simulation is provided to illustrate the performance of the proposed method.
引用
收藏
页码：1159 / 1171
页数：13
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