R. Cioczekgeorges et Bb. Mandelbrot, ALTERNATIVE MICROPULSES AND FRACTIONAL BROWNIAN-MOTION, Stochastic processes and their applications, 64(2), 1996, pp. 143-152
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.