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Second-order consensus of discrete-time multi-agent systems in directed networks with nonlinear dynamics via impulsive protocols

机译:带有脉冲协议的非线性动力学有向网络中离散时间多智能体系统的二阶共识

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摘要

In this paper, we discuss the second-order consensus problem of discrete-time multi-agent systems with fixed and switching topology. Impulsive protocols are introduced for such multi-agent systems with non-linear dynamics. The consensus problem of multi-agent systems is analyzed by algebraic graph theory and matrix theory, where a connection of impulsive control methods and network topologies is established. Our main results indicate that the second-order consensus of multi-agent systems can be achieved if the graphs of the topology are balanced and strongly connected under suitable conditions. Numerical simulations are presented to support the theoretical results. (C) 2018 Elsevier B.V. All rights reserved.
机译:在本文中,我们讨论了具有固定拓扑和切换拓扑的离散多智能体系统的二阶共识问题。针对具有非线性动力学的这种多智能体系统引入了脉冲协议。利用代数图论和矩阵论分析了多智能体系统的共识问题,建立了脉冲控制方法与网络拓扑的联系。我们的主要结果表明,如果拓扑图在适当的条件下保持平衡和强连通,则可以实现多主体系统的二阶共识。数值模拟被提出来支持理论结果。 (C)2018 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2018年第19期|51-57|共7页
  • 作者

    Han Yiyan; Li Chuandong;

  • 作者单位

    Southwest Univ, Chongqing Key Lab Nonlinear Circuits & Intelligen, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China;

    Southwest Univ, Chongqing Key Lab Nonlinear Circuits & Intelligen, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Impulsive protocols; Discrete-time multi-agent systems; Second-order consensus; Nonlinear dynamics;

    机译:脉冲协议;离散多智能体系统;二阶共识;非线性动力学;

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