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Distributed Winner-Take-All in Dynamic Networks
Li, S (Li, Shuai); Zhou, MC (Zhou, MengChu); Luo, X (Luo, Xin); You, ZH (You, Zhu-Hong)
2017
发表期刊IEEE TRANSACTIONS ON AUTOMATIC CONTROL
卷号62期号:2页码:577-589
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.
关键词Competitive Control Consensus Cooperative Control Distributed Control Dynamic Networks Networked Control System Winner-take-all
DOI10.1109/TAC.2016.2578645
收录类别SCI
WOS记录号WOS:000395510600005
引用统计
文献类型期刊论文
条目标识符http://ir.xjipc.cas.cn/handle/365002/4744
专题多语种信息技术研究室
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, S ,Zhou, MC ,Luo, X ,et al. Distributed Winner-Take-All in Dynamic Networks[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2017,62(2):577-589.
APA Li, S ,Zhou, MC ,Luo, X ,&You, ZH .(2017).Distributed Winner-Take-All in Dynamic Networks.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,62(2),577-589.
MLA Li, S ,et al."Distributed Winner-Take-All in Dynamic Networks".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 62.2(2017):577-589.
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