Diffusion of active particles with stochastic torques modeled as α-stable noise

被引:10
作者
Noetel, Joerg [1 ]
Sokolov, Igor M. [1 ]
Schimansky-Geier, Lutz [1 ,2 ]
机构
[1] Humboldt Univ, Inst Phys, Newtonstr 15, D-12489 Berlin, Germany
[2] Berlin Bernstein Ctr Computat Neuorsci, Philippstr 12, D-10115 Berlin, Germany
基金
巴西圣保罗研究基金会;
关键词
active particles; alpha-stable noise; Levy noise; Fickian diffusion; non-gaussian displacement; Ornstein Uhlenbeck process; PERSISTENT TURNING WALKER; BROWNIAN-MOTION; ZIGZAG COURSE; DYNAMICS; MOVEMENT; BEHAVIOR;
D O I
10.1088/1751-8121/50/3/034003
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We investigate the stochastic dynamics of an active particle moving at a constant speed under the influence of a fluctuating torque. In our model the angular velocity is generated by a constant torque and random fluctuations described as a Levy-stable noise. Two situations are investigated. First, we study white Levy noise where the constant speed and the angular noise generate a persistent motion characterized by the persistence time tau(D). At this time scale the crossover from ballistic to normal diffusive behavior is observed. The corresponding diffusion coefficient can be obtained analytically for the whole class of symmetric alpha-stable noises. As typical for models with noise-driven angular dynamics, the diffusion coefficient depends non-monotonously on the angular noise intensity. As second example, we study angular noise as described by an Ornstein-Uhlenbeck process with correlation time tau(c) driven by the Cauchy white noise. We discuss the asymptotic diffusive properties of this model and obtain the same analytical expression for the diffusion coefficient as in the first case which is thus independent on tc. Remarkably, for tau(c)>tau(D) the crossover from a non-Gaussian to a Gaussian distribution of displacements takes place at a time tau(G) which can be considerably larger than the persistence time tau(D).
引用
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页数:12
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