ALTERNATIVE MICROPULSES AND FRACTIONAL BROWNIAN-MOTION

Citation
R. Cioczekgeorges et Bb. Mandelbrot, ALTERNATIVE MICROPULSES AND FRACTIONAL BROWNIAN-MOTION, Stochastic processes and their applications, 64(2), 1996, pp. 143-152
Citations number
11
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
03044149
Volume
64
Issue
2
Year of publication
1996
Pages
143 - 152
Database
ISI
SICI code
0304-4149(1996)64:2<143:AMAFB>2.0.ZU;2-N
Abstract
We showed in an earlier paper (1995a) that negatively correlated fract ional Brownian motion (FBM) can be generated as a fractal sum of one k ind of micropulses (FSM). That is, FBM of exponent H < 1/2 is the limi t (in the sense of finite-dimensional distributions) of a certain sequ ence of processes obtained as sums of rectangular pulses. We now show that more general pulses yield a wide range of FBMs: either negatively (as before) or positively (H > 1/2) correlated. We begin with triangu lar (conical and semi-conical) pulses. To transform them into micropul ses, the base angle is made to decrease to zero, while the number of p ulses, determined by a Poisson random measure, is made to increase to infinity. Then we extend our results to more general pulse shapes.