H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay

doi:10.1007/s11633-016-0955-9

CASIA OpenIR > 学术期刊 > Machine Intelligence Research

	H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay
	Ya-Jun Li; Zhao-Wen Huang; Jing-Zhao Li
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2019
卷号	16 期号:3 页码:329-340
摘要	The H∞ state estimation problem for a class of stochastic neural networks with Markovian jumping parameters and leakage delay is investigated in this paper. By employing a suitable Lyapunov functional and inequality technic, the sufficient conditions for exponential stability as well as prescribed H∞ norm level of the state estimation error system are proposed and verified, and all obtained results are expressed in terms of strict linear matrix inequalities (LMIs). Examples and simulations are presented to show the effectiveness of the proposed methods, at the same time, the effect of leakage delay on stability of neural networks system and on the attenuation level of state estimator are discussed.
关键词	H∞ filtering state estimation Markovian jump exponential stability linear matrix inequality (LMI) neural networks time-varying delay leakage delay.
DOI	10.1007/s11633-016-0955-9
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42341
专题	学术期刊_Machine Intelligence Research
作者单位	College of Electronics and Information Engineering, Shunde polytechnic, Foshan 528300, China
推荐引用方式 GB/T 7714	Ya-Jun Li,Zhao-Wen Huang,Jing-Zhao Li. H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay[J]. International Journal of Automation and Computing,2019,16(3):329-340.
APA	Ya-Jun Li,Zhao-Wen Huang,&Jing-Zhao Li.(2019).H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay.International Journal of Automation and Computing,16(3),329-340.
MLA	Ya-Jun Li,et al."H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay".International Journal of Automation and Computing 16.3(2019):329-340.

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