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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
Source PublicationIEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN0018-9286
Volume62Issue:2Pages:577-589
Abstract

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.

KeywordCompetitive Control Consensus Cooperative Control Distributed Control Dynamic Networks Networked Control System Winner-take-all
DOI10.1109/TAC.2016.2578645
Indexed BySCI
WOS IDWOS:000395510600005
Citation statistics
Document Type期刊论文
Identifierhttp://ir.xjipc.cas.cn/handle/365002/4744
Collection多语种信息技术研究室
Affiliation1.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
Recommended Citation
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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