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

被引:12
作者
Angelani, Luca [1 ,2 ]
Garra, Roberto [3 ]
机构
[1] ISC CNR, Inst Complex Syst, Ple A Moro 2, I-00185 Rome, Italy
[2] Sapienza Univ Roma, Dipartimento Fis, Ple A Moro 2, I-00185 Rome, Italy
[3] Sapienza Univ Roma, Dipartimento Sci Stat, Ple A Moro 2, I-00185 Rome, Italy
来源
MODERN STOCHASTICS-THEORY AND APPLICATIONS | 2019年 / 6卷 / 01期
关键词
Telegraph equation with time-dependent velocity; run-and-tumble models; exact marginal probability distribution; RANDOM-WALKS; TIME; EQUATIONS;
D O I
10.15559/18-VMSTA127
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
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.
引用
收藏
页码:3 / 12
页数:10
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