Fractional Brownian motion and multifractional Brownian motion of Riemann-Liouville type

Authors
Citation
Sc. Lim, Fractional Brownian motion and multifractional Brownian motion of Riemann-Liouville type, J PHYS A, 34(7), 2001, pp. 1301-1310
Citations number
13
Categorie Soggetti
Physics
Journal title
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL
ISSN journal
03054470 → ACNP
Volume
34
Issue
7
Year of publication
2001
Pages
1301 - 1310
Database
ISI
SICI code
0305-4470(20010223)34:7<1301:FBMAMB>2.0.ZU;2-1
Abstract
The relationship between standard fractional Brownian motion (FBM) and FBM based on the Riemann-Liouville fractional integral (or RL-FBM) is clarified . The absence of stationary property in the increment process of RL-FBM is compensated by a weaker property of local stationarity, and the stationary property for the increments of the large-time asymptotic RL-FBM. Generaliza tion of RL-FBM to the RL-multifractional Brownian motion (RL-MBM) can be ca rried out by replacing the constant Holder exponent by a time-dependent fun ction. RL-MBM is shown to satisfy a weaker scaling property known as the lo cal asymptotic self-similarity. This local scaling property can be translat ed into the small-scale behaviour of the associated scalogram by using the wavelet transform.