We present three different fractional versions of the Poisson process and some related results concerning the distribution of order statistics and the compound Poisson process. The main version is constructed by considering the difference-differential equation governing the distribution of the standard Poisson process and by replacing the time-derivative with the fractional Dzerbayshan-Caputo derivative of fractional order. For this process we obtain an interesting probabilistic representation in terms of a composition of the standard Poisson process with a random time. The time argument is itself a random process whose distribution is related to the fractional diffusion equation. We also construct a planar random motion described by a particle moving at finite velocity and changing direction at times spaced by the fractional Poisson process. For this model we obtain the distributions of the random vector representing the position at time t, under the condition of a fixed number of events and in the unconditional case. For some specific values of $\nu$∈ (0,1] we show that the random position has a Brownian behavior (for $\nu$= 1/2) or a cylindrical-wave structure (for $\nu$= 1).
Fractional Poisson processes and related planar random motions / Beghin, Luisa; Orsingher, Enzo. - In: ELECTRONIC JOURNAL OF PROBABILITY. - ISSN 1083-6489. - ELETTRONICO. - 14, n.61:(2009), pp. 1790-1826. [10.1214/EJP.v14-675]
Fractional Poisson processes and related planar random motions
BEGHIN, Luisa;ORSINGHER, Enzo
2009
Abstract
We present three different fractional versions of the Poisson process and some related results concerning the distribution of order statistics and the compound Poisson process. The main version is constructed by considering the difference-differential equation governing the distribution of the standard Poisson process and by replacing the time-derivative with the fractional Dzerbayshan-Caputo derivative of fractional order. For this process we obtain an interesting probabilistic representation in terms of a composition of the standard Poisson process with a random time. The time argument is itself a random process whose distribution is related to the fractional diffusion equation. We also construct a planar random motion described by a particle moving at finite velocity and changing direction at times spaced by the fractional Poisson process. For this model we obtain the distributions of the random vector representing the position at time t, under the condition of a fixed number of events and in the unconditional case. For some specific values of $\nu$∈ (0,1] we show that the random position has a Brownian behavior (for $\nu$= 1/2) or a cylindrical-wave structure (for $\nu$= 1).I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.