动力学与控制学报2024,Vol.22Issue(7) :13-18.DOI:10.6052/1672-6553-2024-030

间歇通信下具有双层拓扑结构的多智能体系统一致性研究

Research on Consensus of Multi-Agent Systems with Two-Layer Hierarchical Topology under Intermittent Communication

段朝霞 戴君 邵振 王荣浩
动力学与控制学报2024,Vol.22Issue(7) :13-18.DOI:10.6052/1672-6553-2024-030

间歇通信下具有双层拓扑结构的多智能体系统一致性研究

Research on Consensus of Multi-Agent Systems with Two-Layer Hierarchical Topology under Intermittent Communication

段朝霞 1戴君 1邵振 1王荣浩2
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作者信息

  • 1. 河海大学 人工智能与自动化学院,南京 210098
  • 2. 陆军工程大学 国防工程学院,南京 210007
  • 折叠

摘要

本文研究了在间歇通信机制下具有两层网络拓扑结构的多智能体系统一致性问题.首先,提出了一种在间歇通信机制下的一致性控制协议,通过建立网络结构模型和误差系统模型,将一致性问题等效转化为线性时滞系统的渐近稳定性问题.其次,利用Lyapunov-Krasovskii泛函分析方法,导出了多智能体网络在间歇通信机制下达到一致性的充分条件,结论以一组 LMI形式给出.最后,通过仿真算例验证了该方法的有效性.

Abstract

In this paper,the consensus problem of multi-agent systems with two-layer network topology under intermittent communication mechanism is studied.Firstly,a consensus control protocol based on intermittent communication mechanism is proposed.By modeling the network structure and establishing the error system model,the consensus problem is equivalent to the asymptotic stability problem of linear time-delay systems.Secondly,by using Lyapunov-Krasovskii functional analysis method,the sufficient conditions for multi-agent networks to reach consensus under intermittent communication mechanism are derived,and the conclusions are given in the form of a set of LMIs.Finally,a simulation example is giv-en to verify the effectiveness of the proposed method.

关键词

多智能体系统/间歇通信/双层拓扑结构/一致性

Key words

multi-agent systems/intermittent communication/two-layer topology/consensus

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基金项目

国家自然科学基金资助项目(62173341)

国家自然科学基金资助项目(62103133)

江苏省自然科学基金资助项目(BK 20231487)

出版年

2024
动力学与控制学报
中国力学学会 湖南大学

动力学与控制学报

CSTPCD
影响因子:0.446
ISSN:1672-6553
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