具有双积分器动力学的离散时间开放多智能体系统的非破坏一致性

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Zhian Jia;Ming Chi;Zhi-Wei Liu;Guanghui Wen
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引用次数: 0

摘要

本文主要讨论开放多代理系统(OMAS),其中代理可以动态地加入和离开网络。主要目标是实现称为非破坏性共识(NDC)的特性,以确保现有代理的状态演化不受新加入代理的影响。为了解决这个问题,我们引入了联合鲁棒性和有限开放性的概念,这两个概念被证明是在动态智能体参与下保持系统稳定性的关键。利用这些概念,我们提出了一种基于估计的均值子序列约简算法,用于具有双积分器动态的OMAS,该算法有效地过滤掉破坏性代理。通过严密的数学分析,导出了NDC的充分必要条件。通过无线传感器网络中的时间同步案例研究,证明了该方法的有效性,与现有方法相比,该方法具有实用的优势和优越的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nondisruptive Consensus in Discrete-Time Open Multiagent Systems With Double Integrator Dynamics
This article focuses on open multiagent systems (OMAS), where agents can dynamically join and leave the network. The primary objective is to achieve a property termed nondisruptive consensus (NDC), which ensures that the state evolution of existing agents remains unaffected by newly joined agents. To address this, we introduce the notions of joint robustness and limited openness, which are shown to be critical for maintaining system stability under dynamic agent participation. Leveraging these concepts, we propose an estimation-based mean subsequence reduced algorithm for OMAS with double-integrator dynamics, which effectively filters out disruptive agents. Through rigorous mathematical analysis, we derive necessary and sufficient conditions for NDC. The effectiveness of the proposed approach is demonstrated through a time synchronization case study in a wireless sensor network, demonstrating its practical advantages and superior performance compared to existing methods.
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来源期刊
IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
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