Langevin equation in complex media and anomalous diffusion

被引:33
|
作者
Vitali, Silvia [1 ]
Sposini, Vittoria [2 ,3 ]
Sliusarenko, Oleksii [3 ]
Paradisi, Paolo [3 ,4 ]
Castellani, Gastone [1 ]
Pagnini, Gianni [3 ,5 ]
机构
[1] Bologna Univ, Dept Phys & Astron, Viale Berti Pichat 6-2, I-40126 Bologna, Italy
[2] Univ Potsdam, Inst Phys & Astron, Karl Liebknecht Str 24-25, D-14476 Potsdam, Germany
[3] BCAM, Alameda Mazarredo 14, Bilbao 48009, Basque Country, Spain
[4] CNR, ISTI CNR, Inst Informat Sci & Technol A Faedo, Via Moruzzi 1, I-56124 Pisa, Italy
[5] Ikerbasque Basque Fdn Sci, Calle Maria Diaz de Haro 3, Bilbao 48013, Basque Country, Spain
关键词
anomalous diffusion; heterogeneous media; biological transport; Gaussian processes; space-time fractional diffusion equation; fractional Brownian motion; TIME FRACTIONAL DIFFUSION; STABLE RANDOM-VARIABLES; RANDOM-WALK MODELS; STATIONARY INCREMENTS; BROWNIAN-MOTION; SIMULATIONS; PARTICLES; CYTOPLASM; TRACKING;
D O I
10.1098/rsif.2018.0282
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The problem of biological motion is a very intriguing and topical issue. Many efforts are being focused on the development of novel modelling approaches for the description of anomalous diffusion in biological systems, such as the very complex and heterogeneous cell environment. Nevertheless, many questions are still open, such as the joint manifestation of statistical features in agreement with different models that can also be somewhat alternative to each other, e.g. continuous time random walk and fractional Brownian motion. To overcome these limitations, we propose a stochastic diffusion model with additive noise and linear friction force (linear Langevin equation), thus involving the explicit modelling of velocity dynamics. The complexity of the medium is parametrized via a population of intensity parameters (relaxation time and diffusivity of velocity), thus introducing an additional randomness, in addition to white noise, in the particle's dynamics. We prove that, for proper distributions of these parameters, we can get both Gaussian anomalous diffusion, fractional diffusion and its generalizations.
引用
收藏
页数:10
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