Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays

doi:10.1016/j.neucom.2021.08.061

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 机器人理论与应用

	Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays
	Ji, Yidao 1; Fu, Hang 2; Wang, Chenan 2; Wu, Wei3
发表期刊	NEUROCOMPUTING
ISSN	0925-2312
	2021-11-13
卷号	464 页码:265-272
通讯作者	Wu, Wei(wei.wu@ia.ac.cn)
摘要	This paper addresses the drive-response synchronization problem for singular semi-Markov jump neural networks with time delays. Furthermore, the mode-dependent event-triggered scheme is applied to improve data transmission efficiency. Sufficient criterion is derived by a designed mode-dependent Lyapunov-Krasovskii functional for synchronization error system. Then, synchronization controller gains matrix and event-triggered weight matrix are co-designed simultaneously assisted by linear matrix inequality, such that proposed guaranteed cost performance can be achieved in the mean-square sense. Finally, the usefulness of our synchronization design is verified by numerical simulations. CO 2021 Published by Elsevier B.V.
关键词	Mode-dependent event-triggered synchronization Guaranteed cost synchronization Singular semi-Markov jump neural networks Time delay
DOI	10.1016/j.neucom.2021.08.061
关键词[WOS]	EXTENDED DISSIPATIVE SYNCHRONIZATION ; SAMPLED-DATA ; SYSTEMS ; SUBJECT ; DESIGN
收录类别	SCI
语种	英语
资助项目	National Natural Science Foun-dation of China[61627808]
项目资助者	National Natural Science Foun-dation of China
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000697938400003
出版者	ELSEVIER
七大方向——子方向分类	智能机器人
引用统计	被引频次：11[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/173211/46062
专题	多模态人工智能系统全国重点实验室_机器人理论与应用
通讯作者	Wu, Wei
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Univ Sci & Technol Beijing, Sch Mech Engn, Beijing 100083, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Ji, Yidao,Fu, Hang,Wang, Chenan,et al. Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays[J]. NEUROCOMPUTING,2021,464:265-272.
APA	Ji, Yidao,Fu, Hang,Wang, Chenan,&Wu, Wei.(2021).Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays.NEUROCOMPUTING,464,265-272.
MLA	Ji, Yidao,et al."Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays".NEUROCOMPUTING 464(2021):265-272.