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Global Analysis of a Continuum Model for Monotone Pulse-Coupled Oscillators.

Authors :
Mauroy, Alexandre
Sepulchre, Rodolphe J.
Source :
IEEE Transactions on Automatic Control; May2013, Vol. 58 Issue 5, p1154-1166, 13p
Publication Year :
2013

Abstract

We consider a continuum of phase oscillators on the circle interacting through an impulsive instantaneous coupling. In contrast with previous studies on related pulse-coupled models, the stability results obtained in the continuum limit are global. For the nonlinear transport equation governing the evolution of the oscillators, we propose (under technical assumptions) a global Lyapunov function which is induced by a total variation distance between quantile densities. The monotone time evolution of the Lyapunov function completely characterizes the dichotomic behavior of the oscillators: either the oscillators converge in finite time to a synchronous state or they asymptotically converge to an asynchronous state uniformly spread on the circle. The results of the present paper apply to popular phase oscillators models (e.g., the well-known leaky integrate-and-fire model) and show a strong parallel between the analysis of finite and infinite populations. In addition, they provide a novel approach for the (global) analysis of pulse-coupled oscillators. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
58
Issue :
5
Database :
Complementary Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
101187644
Full Text :
https://doi.org/10.1109/TAC.2012.2229811