Distributed Winner-Take-All in Dynamic Networks

doi:10.1109/TAC.2016.2578645

CORC > 重庆绿色智能技术研究院 > 中国科学院重庆绿色智能技术研究院 > 大数据挖掘及应用中心

	Distributed Winner-Take-All in Dynamic Networks
	Li, Shuai 1; Zhou, MengChu 2,3; Luo, Xin4 ; You, Zhu-Hong 5
刊名	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
	2017-02-01
卷号	62 期号:2 页码:577-589
关键词	Competitive control consensus cooperative control distributed control dynamic networks networked control system winner-take-all
ISSN号	0018-9286
DOI	10.1109/TAC.2016.2578645
通讯作者	Zhou, MC (reprint author), Macau Univ Sci & Technol, Inst Syst Engn, Macau 999078, Peoples R China.
英文摘要	This paper is concerned with the winner-take-all (WTA) problem on networks. We propose the first distributed protocol to address this problem dynamically. This protocol features strong nonlinearity. Theoretical analysis reveals that it contains invariant quantities, symmetric solutions, and multiple equilibrium points. By leveraging these properties, this work proves the instability of its non-WTA solutions, and global convergence to the WTA solution via Lyapunov theory. Two simulations over networks with 10 and 200 nodes, respectively, are conducted. Simulation results have well verified the theoretical conclusions drawn in this paper.
资助项目	Hong Kong Research Grants Council Early Career Scheme[25214015] ; Departmental General Research Fund of Hong Kong Polytechnic University[G.UA7L] ; National Natural Science Foundation of China[61401385] ; FDCT (Fundo para o Desenvolvimento das Ciencias e da Tecnologia)[119/2014/A3] ; Young Scientist Foundation of Chongqing[cstc2014kjrc-qnrc40005] ; Fundamental Research Funds for the Central Universities[106112015CDJXY180005] ; Pioneer Hundred Talents Program of CAS
WOS研究方向	Automation & Control Systems ; Engineering
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000395510600005
内容类型	期刊论文
源URL	[http://172.16.51.4:88/handle/2HOD01W0/256]
专题	大数据挖掘及应用中心
通讯作者	Zhou, MengChu
作者单位	1.Hong Kong Polytech Univ, Dept Comp, Kl, Hong Kong, Peoples R China 2.Macau Univ Sci & Technol, Inst Syst Engn, Macau 999078, Peoples R China 3.New Jersey Inst Technol, Helen & John C Hartmann Dept Elect & Comp Engn, Newark, NJ 07102 USA 4.Chinese Acad Sci, Chongqing Inst Green & Intelligent Technol, Chongqing, Peoples R China 5.Chinese Acad Sci, Xinjiang Tech Inst Phys & Chem, Urumqi 830011, Peoples R China
推荐引用方式 GB/T 7714	Li, Shuai,Zhou, MengChu,Luo, Xin,et al. Distributed Winner-Take-All in Dynamic Networks[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2017,62(2):577-589.
APA	Li, Shuai,Zhou, MengChu,Luo, Xin,&You, Zhu-Hong.(2017).Distributed Winner-Take-All in Dynamic Networks.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,62(2),577-589.
MLA	Li, Shuai,et al."Distributed Winner-Take-All in Dynamic Networks".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 62.2(2017):577-589.