• 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