Multifractal detrended fluctuation analysis of analog random multiplicative processes

被引:9
|
作者
Silva, L. B. M. [1 ]
Vermelho, M. V. D. [1 ]
Lyra, M. L. [1 ]
Viswanathan, G. M. [1 ]
机构
[1] Univ Fed Alagoas, Inst Fis, BR-57072970 Maceio, AL, Brazil
关键词
SELF-ORGANIZED CRITICALITY; TIME-SERIES; POWER LAWS; STOCHASTIC RESONANCE; FRACTAL PROPERTIES; SPACE-TIME; SYSTEMS; NOISE; MODEL; TURBULENCE;
D O I
10.1016/j.chaos.2008.10.027
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We investigate non-Gaussian statistical properties of stationary stochastic signals generated by an analog circuit that simulates a random multiplicative process with weak additive noise. The random noises are originated by thermal shot noise and avalanche processes, while the multiplicative process is generated by a fully analog circuit. The resulting signal describes stochastic time series of current interest in several areas such as turbulence, finance, biology and environment, which exhibit power-law distributions. Specifically, we study the correlation properties of the signal by employing a detrended fluctuation analysis and explore its multifractal nature. The singularity spectrum is obtained and analyzed as a function of the control circuit parameter that tunes the asymptotic power-law form of the probability distribution function. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2806 / 2811
页数:6
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