Distributed mode-dependent state estimation for semi-Markovian jumping neural networks via sampled data

doi:10.1080/00207721.2018.1552771

	Distributed mode-dependent state estimation for semi-Markovian jumping neural networks via sampled data
	Ma, Chao 1,2; Wu, Wei2 ; Li, Yinlin2
刊名	INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
	2019
卷号	50 期号:1 页码:216-230
关键词	Distributed state estimation semi-Markovian jumping neural networks sampled data
ISSN号	0020-7721
DOI	10.1080/00207721.2018.1552771
通讯作者	Ma, Chao(cma@ustb.edu.cn)
英文摘要	In this paper, a novel distributed state estimation scheme with sampled data is proposed for the semi-Markovian jumping neural networks (SMJNNs) with time-varying delays. In particular, mode-dependent distributed state estimators are designed to provide more flexibility. Based on the mode-dependent Lyapunov-Krasovskii functional, sufficient criteria are presented for ensuring the existence of the state estimators, based on which the desired mode-dependent estimator gains are further obtained. Finally, an illustrative example is presented for verifying the effectiveness and applicability of our theoretical results.
资助项目	National Natural Science Foundation of China[61703038] ; National Natural Science Foundation of China[61627808] ; National Natural Science Foundation of China[31200829] ; Fundamental Research Funds for the Central Universities[FRF-TP-15-115A1]
WOS关键词	TIME-DELAY SYSTEMS ; H-INFINITY ; STABILITY ANALYSIS ; SYNCHRONIZATION ; INEQUALITY
WOS研究方向	Automation & Control Systems ; Computer Science ; Operations Research & Management Science
语种	英语
出版者	TAYLOR & FRANCIS LTD
WOS记录号	WOS:000457606600018
资助机构	National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/25285]
专题	中国科学院自动化研究所
通讯作者	Ma, Chao
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Ma, Chao,Wu, Wei,Li, Yinlin. Distributed mode-dependent state estimation for semi-Markovian jumping neural networks via sampled data[J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE,2019,50(1):216-230.
APA	Ma, Chao,Wu, Wei,&Li, Yinlin.(2019).Distributed mode-dependent state estimation for semi-Markovian jumping neural networks via sampled data.INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE,50(1),216-230.
MLA	Ma, Chao,et al."Distributed mode-dependent state estimation for semi-Markovian jumping neural networks via sampled data".INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 50.1(2019):216-230.