arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.07411eess.SYcs.SY
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分层信息物理系统的无领导一致性

Leaderless Consensus of a Hierarchical Cyber-Physical System

Xiao Chen, Yanjun Li, Arman Goudarzi, Ji Xiang

摘要:

本文对一类层次化的信息物理系统进行了建模,并研究了与之相关的一致性问题。该模型具有金字塔结构,反映了许多现实的自然或人类系统。通过对耦合矩阵的频谱分析,证明了物理层中的所有节点都可以在所提出的分布式协议的基础上达成一致,而没有层间延迟。然后,将结果推广到层间时滞的情形。从频域的角度推导了一致性寻求的充分必要条件,该条件描述了延迟的允许范围。最后,将该模型应用于电力共享问题的仿真,验证了分析结果的有效性和意义。

英文摘要:

This paper models a class of hierarchical cyber-physical systems and studies its associated consensus problem. The model has a pyramid structure, which reflects many realistic natural or human systems. By analyzing the spectrum of the coupling matrix, it is shown that all nodes in the physical layer can reach a consensus based on the proposed distributed protocols without interlayer delays. Then, the result is extended to the case with interlayer delays. A necessary and sufficient condition for consensus-seeking is derived from the frequency domain perspective, which describes a permissible range of the delay. Finally, the application of the proposed model in the power-sharing problem is simulated to demonstrate the effectiveness and significance of the analytic results.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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