A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems

doi:10.1109/TSMC.2019.2916001

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	A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems
	Gu, Haibo 1,2; Wang, Xiong 3; Liu, Kexin 4,5; Lu, Jinhu 4,5
	2021-05-01
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
ISSN	2168-2216
卷号	51 期号:5 页码:2676-2686
摘要	Over the course of the past two decades, a great deal of researchers has investigated synchronization of networked systems with determined node dynamics. However, in many realistic situations, noise is inevitable in man-made and naturally occurring networked systems. Therefore, dynamical networked systems with stochastic perturbations have gained substantial attention and have been extensively studied both in theoretical research and in practical applications. The primary goal of this paper is focused on the novel synchronization protocol design problem of nonlinear stochastic dynamical networked systems. Sufficient conditions are given to select protocol parameters. By employing stochastic analysis techniques and selecting appropriate Lyapunov functions, we proved that global synchronization of nonlinear stochastic dynamical networked systems can be reached in mean square. Numerical examples are depicted to demonstrate the efficiency of the theoretical results.
关键词	Synchronization Protocols Stochastic processes Artificial neural networks Adaptive systems Perturbation methods Complex dynamical network Lyapunov function networked system stochastic perturbation synchronization
DOI	10.1109/TSMC.2019.2916001
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[61532020] ; National Natural Science Foundation of China[61472027]
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号	WOS:000640749000004
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58476
专题	中国科学院数学与系统科学研究院
通讯作者	Lu, Jinhu
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China 3.Northwest Univ, Sch Math, Xian 710127, Peoples R China 4.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China 5.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Machine, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Gu, Haibo,Wang, Xiong,Liu, Kexin,et al. A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2021,51(5):2676-2686.
APA	Gu, Haibo,Wang, Xiong,Liu, Kexin,&Lu, Jinhu.(2021).A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,51(5),2676-2686.
MLA	Gu, Haibo,et al."A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 51.5(2021):2676-2686.