Limit properties of Lévy walks
Creators
- 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/abc43cAdditional 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