Recent progress in single-particle tracking has shown evidence of the nonGaussian distribution of displacements in living cells, both near the cellular membrane and inside the cytoskeleton. Similar behavior has also been observed in granular materials, turbulent flows, gels and colloidal suspensions, suggesting that this is a general feature of diffusion in complex media. A possible interpretation of this phenomenon is that a tracer explores a medium with spatio-temporal fluctuations which result in local changes of diffusivity. We propose and investigate an ergodic, easily interpretable model, which implements the concept of diffusing diffusivity. Depending on the parameters, the distribution of displacements can be either flat or peaked at small displacements with an exponential tail at large displacements. We show that the distribution converges slowly to a Gaussian one. We calculate statistical properties, derive the asymptotic behavior and discuss some implications and extensions.
机构:
Bar Ilan Univ, Dept Phys, Ramat Gan, Israel
Wroclaw Univ Sci & Technol, Fac Pure & Appl Math, Wroclaw, PolandBar Ilan Univ, Dept Phys, Ramat Gan, Israel
Slezak, Jakub
Burnecki, Krzysztof
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Wroclaw Univ Sci & Technol, Fac Pure & Appl Math, Wroclaw, PolandBar Ilan Univ, Dept Phys, Ramat Gan, Israel
Burnecki, Krzysztof
Metzler, Ralf
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Potsdam Univ, Inst Phys & Astron, Potsdam, GermanyBar Ilan Univ, Dept Phys, Ramat Gan, Israel
机构:
Renmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Renmin Univ China, Sch Stat, Beijing, Peoples R ChinaRenmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Zhang, Jiaqi
Fan, Xinyan
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Renmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Renmin Univ China, Sch Stat, Beijing, Peoples R ChinaRenmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Fan, Xinyan
Li, Yang
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Renmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Renmin Univ China, Sch Stat, Beijing, Peoples R China
Renmin Univ China, RSS & China Re Life Joint Lab Publ Hlth & Risk Ma, Beijing, Peoples R ChinaRenmin Univ China, Ctr Appl Stat, Beijing, Peoples R China
Li, Yang
Ma, Shuangge
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Yale Univ, Dept Biostat, New Haven, CT USARenmin Univ China, Ctr Appl Stat, Beijing, Peoples R China