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Distributed node-to-node consensus of multi-agent systems with time-varying pinning links

机译:具有时变固定链接的多主体系统的分布式节点到节点共识

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摘要

In this paper, the distributed node-to-node consensus problem is addressed for a class of linear multi-agent systems with time-varying pinning links by using relative state feedback. The coordination goal in the present work is to make the states of each follower track those of its corresponding leader asymptotically where only a small fraction of followers can sense the states of their corresponding leaders through some switched communication channels. By using tools from M-matrix theory and stability analysis of switched systems theory, it is theoretically shown that such a node-to-node consensus in the closed-loop multi-agent systems can be guaranteed if each follower can be directly or indirectly influenced by at least one leader over some uniformly bounded time intervals, with the inner coupling matrix as well as the coupling strength being appropriately designed. Distributed node-to-node consensus for multi-agent systems with general Lipschitz-type nonlinear dynamics is also investigated. Numerical simulations are finally performed to verify the effectiveness of the theoretical results.
机译:在本文中,通过使用相对状态反馈,解决了一类具有固定时变链接的线性多智能体系统的分布式节点到节点共识问题。当前工作的协调目标是使每个跟随者的状态渐近地跟踪其相应领导者的状态,其中只有一小部分跟随者可以通过某些交换的通信渠道感知其相应领导者的状态。通过使用M-矩阵理论的工具和交换系统理论的稳定性分析,从理论上表明,如果可以直接或间接影响每个跟随者,则可以确保闭环多主体系统中的这种节点对节点共识至少一个领导者在一些均匀有界的时间间隔内,通过适当设计内部耦合矩阵和耦合强度。还研究了具有一般Lipschitz型非线性动力学的多智能体系统的分布式节点到节点共识。最后进行数值模拟,以验证理论结果的有效性。

著录项

  • 来源
    《Neurocomputing》 |2015年第ptac期|1387-1395|共9页
  • 作者单位

    Department of Mathematics, Southeast University, Nanjing 210096, China;

    Department of Mathematics, Southeast University, Nanjing 210096, China,Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia,School of Electrical and Computer Engineering, RMIT University, Melbourne VIC 3001, Australia;

    Department of Mechanics and Engineering Science, Peking University, Beijing 100871, China;

    School of Automation, Nanjing University of Science and Technology, Nanjing 210094, China;

    Department of Mathematics, Southeast University, Nanjing 210096, China,Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia;

  • 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

    Multi-agent system; Node-to-node consensus; Directed spanning tree; Pinning control; M-matrix;

    机译:多代理系统;节点间共识;定向生成树;固定控制;M矩阵;

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