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Adaptive synchronization of multi-agent systems via variable impulsive control

机译:可变脉冲控制的多智能体系统自适应同步

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摘要

This paper mainly focuses on the adaptive synchronization problem of multi-agent systems via distributed impulsive control method. Different from the existing investigations of impulsive synchronization with fixed time impulsive inputs, the proposed distributed variable impulsive protocol allows that the impulsive inputs are chosen within a time period (namely impulsive time window) which can be described by the distances of the left (right) endpoints or the centers between two adjacent impulsive time windows. Obviously, this kind of flexible control scheme is more effective in practical systems (especially for the complex environment with physical restrictions). Moreover, the proposed adaptive control technique is helpful to solve the problem with uncertain system parameters. By means of Lyapunov stability theory, impulsive differential equations and adaptive control technique, three sufficient impulsive consensus conditions are given to realize the synchronization of a class of multi-agent nonlinear systems. Finally, two numerical simulations are provided to illustrate the validity of the theoretical analysis. (C) 2018 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
机译:本文主要通过分布式脉冲控制方法研究多智能体系统的自适应同步问题。与现有的对具有固定时间脉冲输入的脉冲同步的研究不同,建议的分布式可变脉冲协议允许在一个时间段(即脉冲时间窗口)内选择脉冲输入,该时间段可以用左侧(右侧)的距离来描述。两个相邻脉冲时间窗口之间的端点或中心。显然,这种灵活的控制方案在实际系统中更有效(特别是对于具有物理限制的复杂环境)。此外,提出的自适应控制技术有助于解决系统参数不确定的问题。借助李雅普诺夫稳定性理论,脉冲微分方程和自适应控制技术,给出了三个充分的脉冲共识条件,以实现一类多智能体非线性系统的同步。最后,提供了两个数值模拟来说明理论分析的有效性。 (C)2018富兰克林研究所。由Elsevier Ltd.出版。保留所有权利。

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  • 来源
    《Journal of the Franklin Institute》 |2018年第15期|7490-7508|共19页
  • 作者单位

    Chongqing Univ, Key Lab Complex Syst Safety & Control, Minist Educ, Chongqing 400044, Peoples R China;

    Chongqing Univ, Key Lab Complex Syst Safety & Control, Minist Educ, Chongqing 400044, Peoples R China;

    Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China;

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