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
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
Journal title :
Stochastic Processes and their Applications