Recovering node parameters and topologies of uncertain non-linearly coupled complex networks

doi:10.1049/iet-cta.2018.5682

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	Recovering node parameters and topologies of uncertain non-linearly coupled complex networks
	Wang, Xiong 1; Gu, Haibo 2,3,4; Chen, Yao 5; Lu, Jinhu 2,3,4
	2020
发表期刊	IET CONTROL THEORY AND APPLICATIONS
ISSN	1751-8644
卷号	14 期号:1 页码:105-115
摘要	Node dynamics and network topologies play vital roles in determining dynamical behaviours and features of complex networks. Thus it is of great theoretical significance and practical value to identify the node parameters and topologies of uncertain complex networks. This study presents adaptive anticipatory synchronisation-based approaches to identify the unknown node parameters and topologies of uncertain non-linearly coupled complex networks perturbed by stochastic noise. Moreover, during the identification process, the authors proposed scheme guarantees anticipatory synchronisation between the uncertain drive and constructed response network simultaneously. In particular, their methods can be used to recover node parameters and topologies of complex networks in several special cases, such as cases without node delay or coupling delay. Furthermore, numerical simulations are provided to verify the applicability and effectiveness of their methods for recovering node parameters and topologies of uncertain non-linearly coupled complex networks.
关键词	complex networks uncertain systems synchronisation delays nonlinear control systems adaptive control topology node dynamics network topologies adaptive anticipatory synchronisation-based approaches unknown node parameters response network node delay node parameters uncertain nonlinearly coupled complex networks
DOI	10.1049/iet-cta.2018.5682
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]
WOS研究方向	Automation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000505200300011
出版者	INST ENGINEERING TECHNOLOGY-IET
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/50440
专题	中国科学院数学与系统科学研究院
通讯作者	Wang, Xiong
作者单位	1.Northwest Univ, Sch Math, Xian 710127, Shaanxi, Peoples R China 2.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China 3.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Machine, Beijing 100191, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 5.Southwestern Univ Finance & Econ, Dept Comp Sci, Chengdu 611130, Sichuan, Peoples R China
推荐引用方式 GB/T 7714	Wang, Xiong,Gu, Haibo,Chen, Yao,et al. Recovering node parameters and topologies of uncertain non-linearly coupled complex networks[J]. IET CONTROL THEORY AND APPLICATIONS,2020,14(1):105-115.
APA	Wang, Xiong,Gu, Haibo,Chen, Yao,&Lu, Jinhu.(2020).Recovering node parameters and topologies of uncertain non-linearly coupled complex networks.IET CONTROL THEORY AND APPLICATIONS,14(1),105-115.
MLA	Wang, Xiong,et al."Recovering node parameters and topologies of uncertain non-linearly coupled complex networks".IET CONTROL THEORY AND APPLICATIONS 14.1(2020):105-115.