Finite-Time H∞ Filtering for Nonlinear Continuous-Time Singular Semi-Markov Jump Systems

被引:21
|
作者
Wang, Jimin [1 ]
Ma, Shuping [1 ]
Zhang, Chenghui [2 ]
机构
[1] Shandong Univ, Sch Math, Jinan 250100, Shandong, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Singular semi-Markov jump system; nonlinearity; finite-time H-infinity filtering; FUNCTIONAL-DIFFERENTIAL EQUATIONS; EXPONENTIAL STABILITY; STOCHASTIC-SYSTEMS; LINEAR-SYSTEMS; STABILIZATION; STATE; UNCERTAINTIES;
D O I
10.1002/asjc.1770
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The stochastic finite-time H-infinity filtering issue for a class of nonlinear continuous-time singular semi-Markov jump systems is discussed in this paper. Firstly, sufficient conditions on singular stochastic H-infinity finite-time boundedness for the filtering error system are established. The existence of a unique solution for the corresponding system is also ensured. Secondly, based on the bounds of the time-varying transition rate, without imposing constraints on slack variables, a novel approach to finite-time H-infinity filter design is proposed in the forms of strict LMIs, which guarantees the filtering error system is singular stochastic H-infinity finite-time bounded and of a unique solution. Compared with the existing ones, the presented results reveal less conservativeness. Finally, one numerical example is exploited to testify the advantage of the proposed design technique.
引用
收藏
页码:1017 / 1027
页数:11
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