Title of article
A class of micropulses and antipersistent fractional Brownian motion
Author/Authors
Cioczek-Georges، نويسنده , , R. and Mandelbrot، نويسنده , , B.B.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 1995
Pages
18
From page
1
To page
18
Abstract
We begin with stochastic processes obtained as sums of “up-and-down” pulses with random moments of birth τ and random lifetime w determined by a Poisson random measure. When the pulse amplitude ε → 0, while the pulse density δ increases to infinity, one obtains a process of “fractal sum of micropulses.” A CLT style argument shows convergence in the sense of finite dimensional distributions to a Gaussian process with negatively correlated increments. In the most interesting case the limit is fractional Brownian motion (FBM), a self-affine process with the scaling constant 0 < H < 12. The construction is extended to the multidimensional FBM field as well as to micropulses of more complicated shape.
Keywords
Fractal sums of pulses , Fractal sums of micropulses , Poisson random measure , Fractional Brownian motion , self-similarity , Self-affinity , Stationarity of increments
Journal title
Stochastic Processes and their Applications
Serial Year
1995
Journal title
Stochastic Processes and their Applications
Record number
1575788
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