Published November 18, 2020 | Version v1
Journal article

Limit properties of Lévy walks

  • 1. Hugo Steinhaus Center, Faculty of Pure and Applied Mathematics Wroclaw University of Science and Technology, Wyspianskiego 27, 50-370 Wroclaw (Poland)

Description

In this paper we study properties of the diffusion limits of three different models of Lévy walks (LW). Exact asymptotic behavior of their trajectories is found using LePage series representation. We also prove an existing conjecture about total variation of LW sample paths. Based on this conjecture we verify martingale properties of the limit processes for LW. We also calculate their probability density functions and apply this result to determine the potential density of the associated non-symmetric α-stable processes. The obtained theoretical results for continuous LW can be used to recognize and verify this type of processes from anomalous diffusion experimental data. In particular they can be used to estimate parameters from experimental data using maximum likelihood methods. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1751-8121/abc43c

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Physics. A, Mathematical and Theoretical (Online)
Journal Volume
53
Journal Issue
50
Journal Page Range
[22 p.]
ISSN
1751-8121

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
52066040
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
ASYMPTOTIC SOLUTIONS; DENSITY; DIFFUSION; MAXIMUM-LIKELIHOOD FIT; POTENTIALS; PROBABILITY DENSITY FUNCTIONS; SYMMETRY; TRAJECTORIES; VARIATIONS
Descriptors DEC
FUNCTIONS; MATHEMATICAL SOLUTIONS; NUMERICAL SOLUTION; PHYSICAL PROPERTIES