Sampled-Data Consensus for Multiagent Systems With Open Topology and Packet Loss

IF 8.7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-02-20 DOI:10.1109/TSMC.2025.3538930
Haitao Zhu;Jianquan Lu;Yang Liu;Lingzhong Zhang
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Abstract

This article studies a more realistic issue in multiagent systems (MASs) named open topology, where the network scale tends to be variable as agents may join, leave, or be replaced. In order to reveal the influence that the variation of network scale brings on the dynamic behavior of MASs, a novel transition process containing impulse is provided. Then by applying the Halanay-like inequality, the distributed sampled-data control is designed to ensure the consensus property of the MASs under open topology. It is shown that the derived results can degenerate into the consensus criteria for general MASs with fixed-scale topology. Also, the potential packet loss phenomenon existing in controller is considered, which is integrated into the consensus performance via the average packet loss interval (APLI) condition, thereby guaranteeing the robustness of consensus performance against packet loss. Moreover, within the framework of open topology, it is proved that the admissible packet loss for MASs can be estimated in an average sense. At the end, the availability of this article is demonstrated by discussing a numerical example.
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具有开放拓扑和数据包丢失的多代理系统的采样数据共识
本文研究了多智能体系统(MASs)中一个更现实的问题,即开放拓扑,其中网络规模往往是可变的,因为智能体可能加入、离开或被替换。为了揭示网络尺度变化对质量动力学行为的影响,提出了一种新的包含脉冲的过渡过程。然后利用类halanay不等式,设计了分布式采样数据控制,以保证开放拓扑下质量的一致性。结果表明,所得结果可以退化为具有固定尺度拓扑结构的一般质量的一致准则。同时考虑了控制器中存在的潜在丢包现象,并通过平均丢包间隔(APLI)条件将其融入到共识性能中,从而保证了共识性能对丢包的鲁棒性。此外,在开放拓扑的框架下,证明了MASs的允许丢包量可以在平均意义上估计。最后,通过一个数值算例说明了本文的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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