Title of article :
Multifractal detrended fluctuation analysis of analog random
multiplicative processes
Author/Authors :
L.B.M. Silva، نويسنده , , G.M. Viswanathan، نويسنده ,
Issue Information :
دوهفته نامه با شماره پیاپی سال 2009
Abstract :
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.
Journal title :
Chaos, Solitons and Fractals
Journal title :
Chaos, Solitons and Fractals