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A series expansion of fractional Brownian motion
Authors:Email author" target="_blank">Kacha?DzhaparidzeEmail author  Harry van?Zanten
Institution:(1) Center for Mathematics and Computer Science Kruislaan 413, 1098 SJ Amsterdam, The Netherlands;(2) Faculty of Sciences, Vrije Universiteit Amsterdam Department of Mathematics, De Boelelaan 1081a, 1081 HV Amsterdam, The Netherlands
Abstract:Let B be a fractional Brownian motion with Hurst index Hisin(0,1). Denote by MediaObjects/s00440-003-0310-2flb1.gif the positive, real zeros of the Bessel function J–H of the first kind of order –H, and let MediaObjects/s00440-003-0310-2flb2.gif be the positive zeros of J1–H. In this paper we prove the series representation MediaObjects/s00440-003-0310-2flb3.gif where X1,X2,... and Y1,Y2,... are independent, Gaussian random variables with mean zero and MediaObjects/s00440-003-0310-2flb4.gif and the constant cH2 is defined by cH2=pgr–1Gamma(1+2H) sin pgrH. We show that with probability 1, both random series converge absolutely and uniformly in tisin0,1], and we investigate the rate of convergence.Mathematics Subject Classification (2000): 60G15, 60G18, 33C10
Keywords:Fractional Brownian motion  Series expansion  Bessel function  Hankel transform  Fractional calculus
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