Probability distributions for the run-and-tumble models with variable speed and tumbling rate

Autor: Luca Angelani, Roberto Garra
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: Modern Stochastics: Theory and Applications, Vol 6, Iss 1, Pp 3-12 (2018)
Druh dokumentu: article
ISSN: 2351-6046
2351-6054
DOI: 10.15559/18-VMSTA127
Popis: In this paper we consider a telegraph equation with time-dependent coefficients, governing the persistent random walk of a particle moving on the line with a time-varying velocity $c(t)$ and changing direction at instants distributed according to a non-stationary Poisson distribution with rate $\lambda (t)$. We show that, under suitable assumptions, we are able to find the exact form of the probability distribution. We also consider the space-fractional counterpart of this model, finding the characteristic function of the related process. A conclusive discussion is devoted to the potential applications to run-and-tumble models.
Databáze: Directory of Open Access Journals