Deadbeat Consensus Prediction for Multiagent Systems Using Intermittent Local Information

IF 5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Control of Network Systems Pub Date : 2024-03-18 DOI:10.1109/TCNS.2024.3378478
Fulong Hu;Hai-Tao Zhang;Yang Tang
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Abstract

In this article, discrete-time high-order linear dynamics of multiagent systems (MASs) is considered. A distributed minimal-time deadbeat consensus prediction (MDCP) algorithm is proposed that allows each agent to calculate the consensus value of an MAS merely by using the shortest intermittent information series from itself and neighboring agents. The challenge of MDCP lies in revealing the relationship between the consensus item of state $\mathcal {Z}$-transform and the annihilating polynomial of the matrix pair with intermittent information. Sufficient conditions are derived to guarantee the feasibility of the present MDCP. Finally, both the effectiveness and the superiority of the proposed MDCP are substantiated by numerical simulations.
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使用间歇性本地信息的多代理系统死机共识预测
本文研究多智能体系统的离散时间高阶线性动力学问题。提出了一种分布式最小时间无差一致性预测(MDCP)算法,该算法允许每个agent仅使用来自自身和相邻agent的最短间歇信息序列来计算MAS的一致性值。MDCP的挑战在于揭示状态$\mathcal {Z}$-变换的一致项与具有间歇信息的矩阵对的湮灭多项式之间的关系。给出了保证该方案可行性的充分条件。最后,通过数值仿真验证了该方法的有效性和优越性。
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来源期刊
IEEE Transactions on Control of Network Systems
IEEE Transactions on Control of Network Systems Mathematics-Control and Optimization
CiteScore
7.80
自引率
7.10%
发文量
169
期刊介绍: The IEEE Transactions on Control of Network Systems is committed to the timely publication of high-impact papers at the intersection of control systems and network science. In particular, the journal addresses research on the analysis, design and implementation of networked control systems, as well as control over networks. Relevant work includes the full spectrum from basic research on control systems to the design of engineering solutions for automatic control of, and over, networks. The topics covered by this journal include: Coordinated control and estimation over networks, Control and computation over sensor networks, Control under communication constraints, Control and performance analysis issues that arise in the dynamics of networks used in application areas such as communications, computers, transportation, manufacturing, Web ranking and aggregation, social networks, biology, power systems, economics, Synchronization of activities across a controlled network, Stability analysis of controlled networks, Analysis of networks as hybrid dynamical systems.
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