LpL^p uniform random walk-type approximation for fractional Brownian motion with Hurst exponent 0<H<120 < H < \frac{1}{2}

preprint2021arXivOpen access

Abstract

In this note, we prove an LpL^p uniform approximation of the fractional Brownian motion with Hurst exponent 0<H<120 < H < \frac{1}{2} by means of a family of continuous-time random walks imbedded on a given Brownian motion. The approximation is constructed via a pathwise representation of the fractional Brownian motion in terms of a standard Brownian motion. For an arbitrary choice εkε_k for the size of the jumps of the family of random walks, the rate of convergence of the approximation scheme is O(εkp(1−2λ)+2(δ−1))O(ε_k^{p(1-2λ)+ 2(δ-1)}) whenever max⁡{0,1−pH2}<δ<1\max\{0,1-\frac{pH}{2}\}< δ< 1, λ∈(1−H2,12+δ−1p)λ\in \big(\frac{1-H}{2}, \frac{1}{2} + \frac{δ-1}{p}\big).

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