Distributed Winner-Take-All in Dynamic Networks
文献类型：期刊论文
| 作者 | Li, Shuai1; Zhou, MengChu2,3; Luo, Xin4 ; You, Zhu-Hong5
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| 刊名 | IEEE TRANSACTIONS ON AUTOMATIC CONTROL
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| 出版日期 | 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 |
| WOS记录号 | WOS:000395510600005 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 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. |
入库方式： OAI收割
来源：重庆绿色智能技术研究院
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