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作者:

Qu, Xiaojun (Qu, Xiaojun.) | Chen, Yangzhou (Chen, Yangzhou.) (学者:陈阳舟) | Aleksandrov, A. Yu. (Aleksandrov, A. Yu..) | Dai, Guiping (Dai, Guiping.)

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摘要:

This paper investigates the consensus problem of large-scale multi-agent systems (MASs) with a directed communication topology, especially for the MAS whose topology contains small strongly connected components. A sufficient and necessary consensus criterion is proposed through the combination of two methods. Firstly, a communication searching algorithm is utilized to make sure that each agent obtains the local topology information of strongly connected component where it is located. Secondly, a state-linear-transformation decomposes the consensus problem into a group of stability problems based on the strongly connected components. The corresponding consensus criterion reduces the computational complexity. Moreover, according to the consensus criterion, a distributed design procedure of gain matrices is proposed based on the homotopy method.

关键词:

Consensus Multi-agent systems Partial stability State-linear-transformation

作者机构:

  • [ 1 ] [Qu, Xiaojun]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Yangzhou]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 3 ] [Dai, Guiping]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 4 ] [Aleksandrov, A. Yu.]St Petersburg State Univ, Fac Appl Math & Control Proc, St Petersburg 198504, Russia

通讯作者信息:

  • 陈阳舟

    [Chen, Yangzhou]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing 100124, Peoples R China

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来源 :

NEUROCOMPUTING

ISSN: 0925-2312

年份: 2017

卷: 222

页码: 54-61

6 . 0 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:102

中科院分区:2

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 13

ESI高被引论文在榜: 0 展开所有

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