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Fractional Brownian motion with random diffusivity

  • Numerous examples for a priori unexpected non-Gaussian behaviour for normal and anomalous diffusion have recently been reported in single-particle tracking experiments. Here, we address the case of non-Gaussian anomalous diffusion in terms of a random-diffusivity mechanism in the presence of power-law correlated fractional Gaussian noise. We study the ergodic properties of this model via examining the ensemble- and time-averaged mean-squared displacements as well as the ergodicity breaking parameter EB quantifying the trajectory-to-trajectory fluctuations of the latter. For long measurement times, interesting crossover behaviour is found as function of the correlation time tau characterising the diffusivity dynamics. We unveil that at short lag times the EB parameter reaches a universal plateau. The corresponding residual value of EB is shown to depend only on tau and the trajectory length. The EB parameter at long lag times, however, follows the same power-law scaling as for fractional Brownian motion. We also determine aNumerous examples for a priori unexpected non-Gaussian behaviour for normal and anomalous diffusion have recently been reported in single-particle tracking experiments. Here, we address the case of non-Gaussian anomalous diffusion in terms of a random-diffusivity mechanism in the presence of power-law correlated fractional Gaussian noise. We study the ergodic properties of this model via examining the ensemble- and time-averaged mean-squared displacements as well as the ergodicity breaking parameter EB quantifying the trajectory-to-trajectory fluctuations of the latter. For long measurement times, interesting crossover behaviour is found as function of the correlation time tau characterising the diffusivity dynamics. We unveil that at short lag times the EB parameter reaches a universal plateau. The corresponding residual value of EB is shown to depend only on tau and the trajectory length. The EB parameter at long lag times, however, follows the same power-law scaling as for fractional Brownian motion. We also determine a corresponding plateau at short lag times for the discrete representation of fractional Brownian motion, absent in the continuous-time formulation. These analytical predictions are in excellent agreement with results of computer simulations of the underlying stochastic processes. Our findings can help distinguishing and categorising certain nonergodic and non-Gaussian features of particle displacements, as observed in recent single-particle tracking experiments.show moreshow less

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Author details:Wei WangORCiD, Andrey G. CherstvyORCiD, Aleksei V. ChechkinORCiDGND, Samudrajit ThapaORCiDGND, Flavio SenoORCiD, Xianbin Liu, Ralf MetzlerORCiDGND
DOI:https://doi.org/10.1088/1751-8121/aba467
ISSN:1751-8113
ISSN:1751-8121
Title of parent work (English):Journal of physics : A, Mathematical and theoretical
Subtitle (English):emerging residual nonergodicity below the correlation time
Publisher:IOP Publ. Ltd.
Place of publishing:Bristol
Publication type:Article
Language:English
Date of first publication:2020/11/04
Publication year:2020
Release date:2023/01/09
Tag:anomalous diffusion; diffusing diffusivity; fractional Brownian motion; stochastic processes; weak ergodicity breaking
Volume:53
Issue:47
Article number:474001
Number of pages:34
Funding institution:Chinese Council Scholarship [201806830031]; Deutscher Akademischer; Austauschdienst (DAAD)Deutscher Akademischer Austausch Dienst (DAAD); [57214224]; National Natural Science Foundation of China (NNSFC)National; Natural Science Foundation of China (NSFC) [11472126, 11232007]; Priority Academic Programme Development of Jiangsu Higher Education; Institutions (PAPD); Deutsche Forschungsgemeinschaft (DFG)German; Research Foundation (DFG) [ME 1535/7-1]; Foundation for Polish Science; (Fundacja na rzecz Nauki Polskiej); Alexander von Humboldt Polish; Honorary Research Scholarship; Department of Physics and Astronomy of; Padua University [191017]
Organizational units:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik und Astronomie
DDC classification:5 Naturwissenschaften und Mathematik / 52 Astronomie / 520 Astronomie und zugeordnete Wissenschaften
5 Naturwissenschaften und Mathematik / 53 Physik / 530 Physik
Peer review:Referiert
Publishing method:Open Access / Hybrid Open-Access
License (German):License LogoCC-BY - Namensnennung 4.0 International
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