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Non-Gaussian behavior of reflected fractional Brownian motion

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Autor(es):
Wada, Alexander H. O. ; Warhover, Alex ; Vojta, Thomas
Número total de Autores: 3
Tipo de documento: Artigo Científico
Fonte: JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT; v. N/A, p. 20-pg., 2019-03-01.
Resumo

A possible mechanism leading to anomalous diffusion is the presence of long-range correlations in time between the displacements of the particles. Fractional Brownian motion, a non-Markovian self-similar Gaussian process with stationary increments, is a prototypical model for this situation. Here, we extend the previous results found for unbiased reflected fractional Brownian motion (Wada et al 2018 Phys. Rev. E 97 020102) to the biased case by means of Monte Carlo simulations and scaling arguments. We demonstrate that the interplay between the reflecting wall and the correlations leads to highly non-Gaussian probability densities of the particle position x close to the reflecting wall. Specifically, the probability density P(x) develops a power-law singularity P similar to x(kappa) with kappa < 0 if the correlations are positive (persistent) and kappa > 0 if the correlations are negative (antipersistent). We also analyze the behavior of the large-x tail of the stationary probability density reached for bias towards the wall, the average displacements of the walker, and the first-passage time, i.e. the time it takes for the walker reach position x for the first time. (AU)

Processo FAPESP: 17/08631-0 - Transições de fase fora do equilíbrio na presença de desordem temporal
Beneficiário:Alexander Hideki Oniwa Wada
Modalidade de apoio: Bolsas no Exterior - Estágio de Pesquisa - Doutorado