控制理论与应用2024,Vol.41Issue(1) :11-20.DOI:10.7641/CTA.2022.20448

动态事件触发机制下二阶多智能体系统完全分布式控制

Fully distributed control for second-order multi-agent systems based on dynamic event-triggered mechanism

邓甲 王付永 刘忠信 陈增强
控制理论与应用2024,Vol.41Issue(1) :11-20.DOI:10.7641/CTA.2022.20448

动态事件触发机制下二阶多智能体系统完全分布式控制

Fully distributed control for second-order multi-agent systems based on dynamic event-triggered mechanism

邓甲 1王付永 1刘忠信 1陈增强1
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作者信息

  • 1. 南开大学人工智能学院,天津300350;南开大学智能机器人技术重点实验室,天津300350
  • 折叠

摘要

本文研究了无向通信拓扑下二阶多智能体系统的一致性问题,分别针对有领导者和无领导者的情形,设计了一类基于辅助动态变量的完全分布式事件触发控制策略,该策略具有参数较少且易调等特点.智能体自身的触发函数满足条件时才向邻居广播自身的状态信息,有效避免了连续通信,减少了系统能量耗散.每个智能体的控制协议和触发函数都只用到自身的状态和邻居触发时刻的状态,不涉及邻居的实时状态信息,也不依赖通信拓扑网络的任何全局信息.利用代数图论以及Lyapunov稳定性理论,证明在所提出的控制策略下,二阶多智能体系统能够实现渐近一致性,且不存在Zeno行为.仿真示例进一步验证了理论结果的有效性.

Abstract

In this paper,the consensus problem of second-order multi-agent systems under undirected communication topology is studied.A fully distributed event-triggered control strategy based on the auxiliary dynamic variables is designed for the situation of leader and leaderless respectively,and the strategy has the characteristics of few parameters and easy adjustment.Only when the agent reaches the event-triggered condition,it broadcasts its state information to neighbors,which effectively avoids continuous communication and reduces the energy dissipation of the system.The control protocol and event-triggered law of each agent does not use the neighbor's continuous state information,but only uses its own state information and the neighbor's state information at the triggering instants.In addition,it does not rely on any global information of the communication topology network.Using the algebraic graph theory and Lyapunov stability theory,it is proved that under the proposed strategy,the multi-agent system achieves consensus asymptotically without Zeno behavior.A simulation example further demonstrates the effectiveness of the theoretical results.

关键词

多智能体系统/一致性/动态事件触发控制/完全分布式控制

Key words

multi-agent systems/consensus/dynamic event-triggered control/fully distributed control

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基金项目

国家自然科学基金(62103203)

国家自然科学基金(61973175)

出版年

2024
控制理论与应用
华南理工大学 中国科学院数学与系统科学研究院

控制理论与应用

CSTPCD北大核心
影响因子:1.076
ISSN:1000-8152
参考文献量39
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