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February 6, 2009Physical Review E337 citationsOpen Access

Exact results for the Kuramoto model with a bimodal frequency distribution

EMErik A. MartensEBErnest BarretoSSSteven H. Strogatz

Key Points

  • The aim is to analyze the dynamics and bifurcation behaviors of a system of coupled phase oscillators with a bimodal frequency distribution.
  • Derivation of the stability diagram for a bimodal distribution using an ansatz by Ott and Antonsen.
  • Examination of the system's long-term dynamics in terms of three states: incoherence, partial synchrony, and standing wave.
  • Analytical results for the bifurcation boundaries between different dynamic states.
  • Three long-term states identified: incoherence (desynchronized oscillators), partial synchrony (some synchronized), and standing wave state (two synchronized groups).
  • Stability diagram derived for a bimodal distribution of equally weighted Lorentzians.
  • Similar findings confirmed for bimodal distributions defined by two Gaussians.

Abstract

We analyze a large system of globally coupled phase oscillators whose natural frequencies are bimodally distributed. The dynamics of this system has been the subject of long-standing interest. In 1984 Kuramoto proposed several conjectures about its behavior; ten years later, Crawford obtained the first analytical results by means of a local center manifold calculation. Nevertheless, many questions have remained open, especially about the possibility of global bifurcations. Here we derive the system's stability diagram for the special case where the bimodal distribution consists of two equally weighted Lorentzians. Using an ansatz recently discovered by Ott and Antonsen, we show that in this case the infinite-dimensional problem reduces exactly to a flow in four dimensions. Depending on the parameters and initial conditions, the long-term dynamics evolves to one of three states: incoherence, where all the oscillators are desynchronized; partial synchrony, where a macroscopic group of phase-locked oscillators coexists with a sea of desynchronized ones; and a standing wave state, where two counter-rotating groups of phase-locked oscillators emerge. Analytical results are presented for the bifurcation boundaries between these states. Similar results are also obtained for the case in which the bimodal distribution is given by the sum of two Gaussians.

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Cite This Study

Martens et al. (2009) studied this question.

synapsesocial.com/papers/6a1d321b5b7fddc35204f667https://doi.org/10.1103/physreve.79.026204
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