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On the critical coupling for Kuramoto oscillators

Author(s):

F. Dörfler, F. Bullo
Conference/Journal:

Abstract:

The celebrated Kuramoto model captures various synchronization phenomena in biological and man-made dynamical systems of coupled oscillators. It is well-known that there exists a critical coupling strength among the oscillators at which a phase transition from incoherency to synchronization occurs. This paper features four contributions. First, we characterize and distinguish the di erent notions of synchronization used throughout the literature and formally introduce the concept of phase cohesiveness as an analysis tool and performance index for synchronization. Second, we review the vast literature providing necessary, sucient, implicit, and explicit estimates of the critical coupling strength in the nite and in nite-dimensional case and for both rst-order and second-order Kuramoto models. Third, we present the rst explicit necessary and sucient condition on the critical coupling strength to achieve synchronization in the nite-dimensional Kuramoto model for an arbitrary distribution of the natural frequencies. The multiplicative gap in the synchronization condition yields a practical stability result determining the admissible initial and the guaranteed ultimate phase cohesiveness as well as the guaranteed asymptotic magnitude of the order parameter. As supplementary results, we provide a statistical comparison of our synchronization condition with other conditions proposed in the literature, and we show that our results also hold for switching and smoothly time-varying natural frequencies. Fourth and nally, we extend our analysis to multi-rate Kuramoto models consisting of second-order Kuramoto oscillators with inertia and viscous damping together with rst-order Kuramoto oscillators with multiple time constants. We prove that such a heterogenous network is locally topologically conjugate to a rst-order Kuramoto model with scaled natural frequencies. Finally, we present necessary and sucient conditions for almost global phase synchronization and local frequency synchronization in the multi-rate Kuramoto model. Interestingly, our provably correct synchronization conditions do not depend on the inertiae which contradicts prior observations on the role of inertial e ects in synchronization of second-order Kuramoto oscillators.

Year:

2010
Type of Publication:

(15)Miscellaneous
Supervisor:



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% Autogenerated BibTeX entry
@Misc { D_rBul:2010:IFA_4953,
    author={F. D{\"o}rfler and F. Bullo},
    title={{On the critical coupling for Kuramoto oscillators}},
    month=nov,
    year={2010},
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=4953}
}
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