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使用最大似然法分析噼啪噪声:幂律混合和指数衰减。

Analysis of crackling noise using the maximum-likelihood method: Power-law mixing and exponential damping.

机构信息

Department of Earth Sciences, University of Cambridge, Downing Street, Cambridge CB2 3EQ, United Kingdom.

Departament de Física de la Matèria Condensada, Facultat de Física, Universitat de Barcelona, Martí i Franquès,1, E-08028 Barcelona, Catalonia.

出版信息

Phys Rev E. 2017 Oct;96(4-1):042122. doi: 10.1103/PhysRevE.96.042122. Epub 2017 Oct 11.

Abstract

Crackling noise can be initiated by competing or coexisting mechanisms. These mechanisms can combine to generate an approximate scale invariant distribution that contains two or more contributions. The overall distribution function can be analyzed, to a good approximation, using maximum-likelihood methods and assuming that it follows a power law although with nonuniversal exponents depending on a varying lower cutoff. We propose that such distributions are rather common and originate from a simple superposition of crackling noise distributions or exponential damping.

摘要

噼啪噪声可以由竞争或共存的机制引发。这些机制可以组合起来产生具有两个或更多贡献的近似标度不变分布。可以使用最大似然方法对总体分布函数进行很好的近似分析,并假设它遵循幂律,但由于下限随时间变化,因此幂律指数是非普适的。我们提出,这种分布相当常见,来源于噼啪噪声分布或指数衰减的简单叠加。

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