Distributed Minimum-Time Consensus Prediction for High-Order Multiagent Systems

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automatic Control Pub Date : 2025-01-28 DOI:10.1109/TAC.2025.3535664
Fulong Hu;Hai-Tao Zhang;Bowen Xu;Zhe Hu
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Abstract

In this note, a detective matrix-based distributed algorithm is proposed to address a distributed minimum-time consensus prediction problem for discrete-time high-order multiagent systems (MASs). Therein, each agent predicts the consensus value merely using the minimum length of individual and/or neighboring successive position time series. Compared to most existing algorithms that could only predict constant consensus values for first-order linear MASs, the present method could predict consensus manifolds for high-order linear MASs as well, which could be time-varying. Finally, both the effectiveness and superiority of the proposed distributed minimum-time consensus algorithm are substantiated by numerical simulations.
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高阶多智能体系统的分布式最小时间一致性预测
本文提出了一种基于检测矩阵的分布式算法来解决离散时间高阶多智能体系统(MASs)的分布式最小时间一致性预测问题。其中,每个agent仅使用单个和/或相邻连续位置时间序列的最小长度来预测共识值。与大多数现有算法只能预测一阶线性质量的恒定一致值相比,该方法还可以预测高阶线性质量的一致流形,并且一致流形可能是时变的。最后,通过数值仿真验证了所提分布式最小时间一致性算法的有效性和优越性。
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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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