H∞ Filtering for T-S Fuzzy Systems with Random Multiple Delays and Packet Dropouts Subject to Sensor Saturations

被引:0
|
作者
Li, Xiu-Ying [1 ]
Xu, Yue [1 ]
Sun, Shu-Li [1 ]
机构
[1] Heilongjiang Univ, Dept Elect Engn, Harbin 150080, Peoples R China
关键词
H-infinity filter; Packet dropout; Transmission delay; Sensor saturation; Takagi-Sugeno (T-S) fuzzy system; STOCHASTIC-SYSTEMS; CHANNEL FADINGS; TIME DELAYS; NONLINEARITIES; DESIGN;
D O I
暂无
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 focuses on the problem of H-infinity filter design for a class of Takagi-Sugeno (T-S) fuzzy network-based systems where the measurement output is subject to the sensor saturations described by sector-nonlinearity. The investigated issues caused typically in the wireless communication include the multiple and bounded transmission delays as well as the consecutive packet dropouts whose random nature is governed by Bernoulli distributed random variables. A full-order H-infinity filter is designed such that, in the simultaneous presence of the multiple delays and packet dropouts as well as sensor saturations, the filtering error system is asymptotically mean-square stable and satisfies the prescribed H-infinity performance index. A sufficient condition for the existence of such a filter is established in terms of solutions to a set of linear matrix inequalities (LMIs). Finally, a numerical example is presented to illustrate the effectiveness and the feasibility of the proposed filtering design method.
引用
收藏
页码:1061 / 1066
页数:6
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