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High-order tracking problem with a time-varying topology and communication delays

机译:具有时变拓扑和通信延迟的高阶跟踪问题

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摘要

In this paper, tracking problem for high-order agents under uncertain communication topology and time varying delays is investigated. Each tracking agent is assumed only its own and neighbors' information is used in their tracking strategy design. The uncertain communication topology is modelled by a finite number of Laplacian matrices with their corresponding scheduling functions. Sufficient conditions for the existence of a tracking strategy have been expressed in terms of the solvability of linear matrix inequalities. Finally, numerical examples are given to verify the effectiveness and advantages of proposed tracking strategy. Through a set of simulations with various control parameters γ, the relationship between γ and the maximum allowable communications delays is tabulated.
机译:本文研究了在不确定通信拓扑和时变时延下的高阶智能体跟踪问题。假定每个跟踪代理仅具有自己的信息,并且邻居的信息用于其跟踪策略设计中。不确定的通信拓扑是通过有限数量的Laplacian矩阵及其相应的调度功能来建模的。已经根据线性矩阵不等式的可解性表达了存在跟踪策略的充分条件。最后,通过数值算例验证了所提跟踪策略的有效性和优越性。通过具有各种控制参数γ的一组模拟,将γ与最大允许通信延迟之间的关系制成表格。

著录项

  • 来源
    《Neurocomputing》 |2015年第ptac期|1360-1369|共10页
  • 作者单位

    School of Automation, Beijing Institute of Technology, Beijing 100081, PR China,The Department of Electrical and Computer Engineering, The University of Auckland, Private Bag, 92019 Auckland, New Zealand;

    School of Automation, Beijing Institute of Technology, Beijing 100081, PR China;

    School of Automation, Beijing Institute of Technology, Beijing 100081, PR China;

    The Department of Electrical and Computer Engineering, The University of Auckland, Private Bag, 92019 Auckland, New Zealand;

    School of Automation, Beijing Institute of Technology, Beijing 100081, PR 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

    High-order multi-agent systems; Tracking strategy; Time-varying topology; Communication delays;

    机译:高阶多主体系统;跟踪策略;时变拓扑;通讯延迟;

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