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arXiv · 1210.2344

A Test for Determining a Subdiffusive Model in Ergodic Systems from Single Trajectories

Yasmine Meroz·Igor M. Sokolov·Joseph Klafter
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Abstract

Experiments on particles' motion in living cells show that it is often subdiffusive. This subdiffusion may be due to trapping, percolation-like structures, or viscoelatic behavior of the medium. While the models based on trapping (leading to continuous-time random walks) can easily be distinguished from the rest by testing their non-ergodicity, the latter two cases are harder to distinguish. We propose a statistical test for distinguishing between these two based on the space-filling properties of trajectories, and prove its feasibility and specificity using synthetic data. We moreover present a flow-chart for making a decision on a type of subdiffusion for a broader class of models.

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Yasmine Meroz, Igor M. Sokolov, Joseph Klafter. 2012-10-08. A Test for Determining a Subdiffusive Model in Ergodic Systems from Single Trajectories. https://doi.org/10.1103/physrevlett.110.090601

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