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巴克豪森噪声临界界面模型中的小波变换

Wavelet transforms in a critical interface model for Barkhausen noise.

作者信息

de Queiroz S L A

机构信息

Instituto de Física, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Feb;77(2 Pt 1):021131. doi: 10.1103/PhysRevE.77.021131. Epub 2008 Feb 28.

DOI:10.1103/PhysRevE.77.021131
PMID:18352011
Abstract

We discuss the application of wavelet transforms to a critical interface model which is known to provide a good description of Barkhausen noise in soft ferromagnets. The two-dimensional version of the model (one-dimensional interface) is considered, mainly in the adiabatic limit of very slow driving. On length scales shorter than a crossover length (which grows with the strength of the surface tension), the effective interface roughness exponent zeta is approximately 1.20 , close to the expected value for the universality class of the quenched Edwards-Wilkinson model. We find that the waiting times between avalanches are fully uncorrelated, as the wavelet transform of their autocorrelations scales as white noise. Similarly, detrended size-size correlations give a white-noise wavelet transform. Consideration of finite driving rates, still deep within the intermittent regime, shows the wavelet transform of correlations scaling as 1/f(1.5) for intermediate frequencies. This behavior is ascribed to intra-avalanche correlations.

摘要

我们讨论小波变换在一个关键界面模型中的应用,该模型已知能很好地描述软铁磁体中的巴克豪森噪声。我们考虑该模型的二维版本(一维界面),主要是在驱动非常缓慢的绝热极限情况下。在比一个交叉长度(其随表面张力强度增长)短的长度尺度上,有效界面粗糙度指数ζ约为1.20,接近淬火爱德华兹 - 威尔金森模型普适类的预期值。我们发现雪崩之间的等待时间完全不相关,因为它们自相关的小波变换表现为白噪声。同样,去趋势化的大小 - 大小相关性给出白噪声小波变换。考虑仍处于间歇性区域深处的有限驱动速率,结果表明对于中频,相关性的小波变换按1/f(1.5)缩放。这种行为归因于雪崩内相关性。

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