Literature DB >> 16089941

Necessary criterion for distinguishing true superdiffusion from correlated random walk processes.

G M Viswanathan1, E P Raposo, F Bartumeus, Jordi Catalan, M G E da Luz.   

Abstract

A difficulty in interpreting phenomena related to anomalous diffusion concerns how to identify scale invariant superdiffusive from Markovian correlated random walk processes. Here we propose a criterion that can distinguish between these two kinds of random walks and describe its usefulness in interpreting real data. To do so, we estimate the correlation time tau of the orientation persistence of a general correlated random walk. If the experimentally observed random walk appears diffusive on scales larger than tau, then the data cannot support the possibility of superdiffusion. We argue that the criterion is a necessary but not sufficient condition for establishing true superdiffusive behavior.

Year:  2005        PMID: 16089941     DOI: 10.1103/PhysRevE.72.011111

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  15 in total

1.  Predicting oscillatory dynamics in the movement of territorial animals.

Authors:  L Giuggioli; J R Potts; S Harris
Journal:  J R Soc Interface       Date:  2012-01-19       Impact factor: 4.118

2.  Bridging the gulf between correlated random walks and Lévy walks: autocorrelation as a source of Lévy walk movement patterns.

Authors:  Andy M Reynolds
Journal:  J R Soc Interface       Date:  2010-07-14       Impact factor: 4.118

3.  Fractal reorientation clocks: Linking animal behavior to statistical patterns of search.

Authors:  Frederic Bartumeus; Simon A Levin
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-05       Impact factor: 11.205

4.  Unveiling a mechanism for species decline in fragmented habitats: fragmentation induced reduction in encounter rates.

Authors:  M E Wosniack; M C Santos; M R Pie; M C M Marques; E P Raposo; G M Viswanathan; M G E da Luz
Journal:  J R Soc Interface       Date:  2013-11-20       Impact factor: 4.118

5.  Emergence of an optimal search strategy from a simple random walk.

Authors:  Tomoko Sakiyama; Yukio-Pegio Gunji
Journal:  J R Soc Interface       Date:  2013-06-26       Impact factor: 4.118

Review 6.  Assessing Lévy walks as models of animal foraging.

Authors:  Alex James; Michael J Plank; Andrew M Edwards
Journal:  J R Soc Interface       Date:  2011-06-01       Impact factor: 4.118

7.  Human mammary epithelial cells exhibit a bimodal correlated random walk pattern.

Authors:  Alka A Potdar; Junhwan Jeon; Alissa M Weaver; Vito Quaranta; Peter T Cummings
Journal:  PLoS One       Date:  2010-03-10       Impact factor: 3.240

8.  A quorum-sensing factor in vegetative Dictyostelium discoideum cells revealed by quantitative migration analysis.

Authors:  Laurent Golé; Charlotte Rivière; Yoshinori Hayakawa; Jean-Paul Rieu
Journal:  PLoS One       Date:  2011-11-03       Impact factor: 3.240

9.  Inherent noise appears as a Lévy walk in fish schools.

Authors:  Hisashi Murakami; Takayuki Niizato; Takenori Tomaru; Yuta Nishiyama; Yukio-Pegio Gunji
Journal:  Sci Rep       Date:  2015-06-03       Impact factor: 4.379

10.  Stochastic optimal foraging: tuning intensive and extensive dynamics in random searches.

Authors:  Frederic Bartumeus; Ernesto P Raposo; Gandhimohan M Viswanathan; Marcos G E da Luz
Journal:  PLoS One       Date:  2014-09-12       Impact factor: 3.240

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.