Influence of noise on the synchronization of the stochastic Kuramoto model

Bidhan Chandra Bag, K. G. Petrosyan, and Chin-Kun Hu
Phys. Rev. E 76, 056210 – Published 13 November 2007

Abstract

We consider the Kuramoto model of globally coupled phase oscillators subject to Ornstein-Uhlenbeck and non-Gaussian colored noise and investigate the influence of noise on the order parameter of the synchronization process. We use numerical methods to study the dependence of the threshold as well as the maximum degree of synchronization on the correlation time and the strength of the noise, and find that the threshold of synchronization strongly depends on the nature of the noise. It is found to be lower for both the Ornstein-Uhlenbeck and non-Gaussian processes compared to the case of white noise. A finite correlation time also favors the achievement of the full synchronization of the system, in contract to the white noise process, which does not allow that. Finally, we discuss possible applications of the stochastic Kuramoto model to oscillations taking place in biochemical systems.

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  • Received 30 August 2007

DOI:https://doi.org/10.1103/PhysRevE.76.056210

©2007 American Physical Society

Authors & Affiliations

Bidhan Chandra Bag*

  • Institute of Physics, Academia Sinica, Nankang, Taipei 11529, Taiwan and Department of Chemistry, Visva-Bharati University, Santiniketan 731235, India

K. G. Petrosyan

  • Institute of Physics, Academia Sinica, Nankang, Taipei 11529, Taiwan; National Center of Theoretical Sciences at Taipei, Physics Division, National Taiwan University, Taipei 10617, Taiwan; and Yerevan Physics Institute, Alikhanian Brothers Street 2, Yerevan 375036, Armenia

Chin-Kun Hu

  • Institute of Physics, Academia Sinica, Nankang, Taipei 11529, Taiwan and Center for Nonlinear and Complex Systems and Department of Physics, Chung-Yuan Christian University, Chungli 32023, Taiwan

  • *pcbcb@rediffmail.com
  • pkaren@phys.sinica.edu.tw
  • Corresponding author. huck@phys.sinica.edu.tw

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Issue

Vol. 76, Iss. 5 — November 2007

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