Unbiased estimation of Markov jump systems with distributed delays

被引:17
作者
He, Shuping [1 ,2 ]
Song, Jun [1 ]
Liu, Fei [2 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Hefei 230601, Peoples R China
[2] Jiangnan Univ, Inst Automat, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Peoples R China
基金
中国国家自然科学基金;
关键词
Markov jump systems (M[!text type='JS']JS[!/text]s); Unbiased H-infinity filtering; Distributed time-delays; Linear matrix inequality; MINIMUM-VARIANCE INPUT; FEEDBACK-CONTROL; STATE ESTIMATION; TIME; DESIGN; STABILITY;
D O I
10.1016/j.sigpro.2013.12.030
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The unbiased H-infinity filtering problem is considered for a class of Markov jump systems (MJSs) with distributed time-delays. Based on the selected Lyapunov-Krasovskii functional, it gives a sufficient condition for the existence of the mode-dependent unbiased H-infinity filter such that the filtering error dynamic MJSs is stochastically stable and satisfies a prescribed level of H-infinity disturbance attenuation in an infinite time-interval. The design criterions are presented in the form of linear matrix inequality techniques, and then are described as the optimization problems. At last, two numerical examples are employed to illustrate the effectiveness of the developed techniques. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:85 / 92
页数:8
相关论文
共 42 条
[21]   H∞ filtering for a class of singular Markovian jump systems with time-varying delay [J].
Long, Shaohua ;
Zhong, Shouming ;
Liu, Zijian .
SIGNAL PROCESSING, 2012, 92 (11) :2759-2768
[22]   Stability of stochastic differential equations with Markovian switching [J].
Mao, XR .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1999, 79 (01) :45-67
[23]   REDUCED-ORDER ESTIMATION .1. FILTERING [J].
NAGPAL, KM ;
HELMICK, RE ;
SIMS, CS .
INTERNATIONAL JOURNAL OF CONTROL, 1987, 45 (06) :1867-1888
[24]   LMI optimization approach on stability for delayed neural networks of neutral-type [J].
Park, Ju H. ;
Kwon, O. M. ;
Lee, S. M. .
APPLIED MATHEMATICS AND COMPUTATION, 2008, 196 (01) :236-244
[25]   Improved delay-dependent H∞ filtering design for discrete-time polytopic linear delay systems [J].
Qiu, Jianbin ;
Feng, Gang ;
Yang, Jie .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2008, 55 (02) :178-182
[26]   Passivity-based control for uncertain stochastic jumping systems with mode-dependent round-trip time delays [J].
Shen, Hao ;
Xu, Shengyuan ;
Lu, Junwei ;
Zhou, Jianping .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2012, 349 (05) :1665-1680
[27]   Fuzzy H∞ filtering for nonlinear Markovian jump neutral systems [J].
Shen, Hao ;
Xu, Shengyuan ;
Zhou, Jianping ;
Lu, Jinjun .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2011, 42 (05) :767-780
[28]  
Shi P., SIGNAL PROCESS, V86
[29]  
Wang Z., NEURAL NETWORKS, V22
[30]   Exponential filtering for uncertain Markovian jump time-delay systems with nonlinear disturbances [J].
Wang, ZD ;
Lam, J ;
Liu, XH .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2004, 51 (05) :262-268