An Extended Kuramoto Model for Frequency and Phase Synchronization in Delay-Free Networks with Finite Number of Agents

Andreas Bathelt, Vimukthi Herath, Thomas Dallmann
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Abstract

Due to its description of a synchronization between oscillators, the Kuramoto model is an ideal choice for a synchronisation algorithm in networked systems. This requires to achieve not only a frequency synchronization but also a phase synchronization - something the standard Kuramoto model can not provide for a finite number of agents. In this case, a remaining phase difference is necessary to offset differences of the natural frequencies. Setting the Kuramoto model into the context of dynamic consensus and making use of the $n$th order discrete average consensus algorithm, this paper extends the standard Kuramoto model in such a way that frequency and phase synchronization are separated. This in turn leads to an algorithm achieve the required frequency and phase synchronization also for a finite number of agents. Simulations show the viability of this extended Kuramoto model.
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具有有限代理数量的无延迟网络中频率和相位同步的扩展仓本模型
由于对振荡器之间同步的描述,Kuramotomodel 是网络系统中同步算法的理想选择。这不仅需要实现频率同步,还需要实现相位同步--标准 Kuramoto 模型无法为无限数量的代理提供这一点。在这种情况下,需要剩余的相位差来抵消固有频率的差异。本文将仓本模型设定为动态共识的背景,并利用第 n 次离散平均共识算法,对标准仓本模型进行了扩展,使频率和相位同步得以分离。模拟结果表明,这种扩展的仓本模型是可行的。
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