Parameter estimation and topology identification of uncertain general fractional-order complex dynamical networks with time delay

doi:10.1109/JAS.2016.7508805

	Parameter estimation and topology identification of uncertain general fractional-order complex dynamical networks with time delay
	Chen, Xiaojuan1 ; Zhang, Jun 2; Ma, Tiedong 2
	2016-07-01
发表期刊	IEEE-CAA Journal of Automatica Sinica (IF:6.171[JCR-2020],0.0[5-Year])
ISSN	2329-9266
EISSN	2329-9274
卷号	3 期号:3 页码:295-303
摘要	Complex networks have attracted much attention from various fields of sciences and engineering in recent years. However, many complex networks have various uncertain information, such as unknown or uncertain system parameters and topological structure, which greatly affects the system dynamics. Thus, the parameter estimation and structure identification problem has theoretical and practical importance for uncertain complex dynamical networks. This paper investigates identification of unknown system parameters and network topologies in uncertain fractional-order complex network with time delays (including coupling delay and node delay). Based on the stability theorem of fractional-order differential system and the adaptive control technique, a novel and general method is proposed to address this challenge. Finally two representative examples are given to verify the effectiveness of the proposed approach. © 2014 Chinese Association of Automation.
关键词	Adaptive control systems Complex networks Structure (composition) Time delay Timing circuits Topology Uncertainty analysis Complex dynamical networks Fractional order Identification of unknowns Structure identification Topological structure Topology identification Uncertain informations Uncertain system parameters fractional-order parameter estimation structure identification time delay
DOI	10.1109/JAS.2016.7508805
收录类别	EI ; ESCI
语种	英语
WOS研究方向	Automation & Control Systems
WOS类目	Automation & Control Systems
WOS记录号	WOS:000413512100010
出版者	Institute of Electrical and Electronics Engineers Inc.
EI入藏号	20163002645961
EI分类号	713 Electronic Circuits ; 713.4 Pulse Circuits ; 722 Computer Systems and Equipment ; 731.1 Control Systems ; 921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory ; 922.1 Probability Theory ; 951 Materials Science
原始文献类型	Journal article (JA) ; Article
出版地	PISCATAWAY
引用统计	被引频次：26[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/3068
专题	智能制造与汽车学院
作者单位	1.Department of Automobile Engineering, Chongqing College of Electronic Engineering, Chongqing; 401331, China; 2.College of Automation, Chongqing University, Chongqing; 400044, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Chen, Xiaojuan,Zhang, Jun,Ma, Tiedong. Parameter estimation and topology identification of uncertain general fractional-order complex dynamical networks with time delay[J]. IEEE-CAA Journal of Automatica Sinica,2016,3(3):295-303.
APA	Chen, Xiaojuan,Zhang, Jun,&Ma, Tiedong.(2016).Parameter estimation and topology identification of uncertain general fractional-order complex dynamical networks with time delay.IEEE-CAA Journal of Automatica Sinica,3(3),295-303.
MLA	Chen, Xiaojuan,et al."Parameter estimation and topology identification of uncertain general fractional-order complex dynamical networks with time delay".IEEE-CAA Journal of Automatica Sinica 3.3(2016):295-303.