Literature DB >> 24204190

Asymptotic behaviour of random walks with correlated temporal structure.

Marcin Magdziarz1, Władysław Szczotka, Piotr Zebrowski.   

Abstract

We introduce a continuous-time random walk process with correlated temporal structure. The dependence between consecutive waiting times is generated by weighted sums of independent random variables combined with a reflecting boundary condition. The weights are determined by the memory kernel, which belongs to the broad class of regularly varying functions. We derive the corresponding diffusion limit and prove its subdiffusive character. Analysing the set of corresponding coupled Langevin equations, we verify the speed of relaxation, Einstein relations, equilibrium distributions, ageing and ergodicity breaking.

Keywords:  Langevin equation; continuous-time random walk; convergence in distribution; ergodicity breaking; stable distribution; subdiffusion

Year:  2013        PMID: 24204190      PMCID: PMC3780819          DOI: 10.1098/rspa.2013.0419

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


  10 in total

1.  Discriminating between normal and anomalous random walks.

Authors:  Bartłomiej Dybiec; Ewa Gudowska-Nowak
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-12-16

2.  Single particle tracking in systems showing anomalous diffusion: the role of weak ergodicity breaking.

Authors:  Stas Burov; Jae-Hyung Jeon; Ralf Metzler; Eli Barkai
Journal:  Phys Chem Chem Phys       Date:  2011-01-04       Impact factor: 3.676

3.  Field-induced dispersion in subdiffusion.

Authors:  I M Sokolov; J Klafter
Journal:  Phys Rev Lett       Date:  2006-10-05       Impact factor: 9.161

4.  Competition between subdiffusion and Lévy flights: a Monte Carlo approach.

Authors:  Marcin Magdziarz; Aleksander Weron
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-05-07

5.  Nonergodicity mimics inhomogeneity in single particle tracking.

Authors:  Ariel Lubelski; Igor M Sokolov; Joseph Klafter
Journal:  Phys Rev Lett       Date:  2008-06-26       Impact factor: 9.161

6.  Random time-scale invariant diffusion and transport coefficients.

Authors:  Y He; S Burov; R Metzler; E Barkai
Journal:  Phys Rev Lett       Date:  2008-07-28       Impact factor: 9.161

7.  Continuous-time random walk with correlated waiting times.

Authors:  Aleksei V Chechkin; Michael Hofmann; Igor M Sokolov
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-09-10

8.  Langevin equations for continuous time Lévy flights.

Authors: 
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1994-08

9.  In vivo anomalous diffusion and weak ergodicity breaking of lipid granules.

Authors:  Jae-Hyung Jeon; Vincent Tejedor; Stas Burov; Eli Barkai; Christine Selhuber-Unkel; Kirstine Berg-Sørensen; Lene Oddershede; Ralf Metzler
Journal:  Phys Rev Lett       Date:  2011-01-25       Impact factor: 9.161

10.  Correlated continuous-time random walks in external force fields.

Authors:  Marcin Magdziarz; Ralf Metzler; Wladyslaw Szczotka; Piotr Zebrowski
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2012-05-02
  10 in total

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