Integration Questions Related to Fractional Brownian Motion Yz
نویسنده
چکیده
Let fB H (u)g u2R be a fractional Brownian motion (fBm) with index H 2 (0; 1) and sp(B H) be the closure in L 2 (() of the span sp(B H) of the increments of fBm B H. It is well-known that, when B H = B 1=2 is the usual Brownian motion (Bm), an element X 2 sp(B 1=2) can be characterized by a unique function f X 2 L 2 (R), in which case one writes X in an integral form as X = R R f X (u)dB 1=2 (u). From a diierent, though equivalent, perspective, the space L 2 (R) forms a class of integrands for the integral on the real line with respect to Bm B 1=2. In this work we explore whether a similar characterization of elements of sp(B H) can be obtained when H 2 (0; 1=2) or H 2 (1=2; 1). Since it is natural to deene the integral of an elementary function f = P n k=1 f k 1 u k ;u k+1) by P n k=1 f k (B H (u k+1) ? B H (u k)), we want the spaces of integrands to contain elementary functions. These classes of integrands are inner product spaces. If the space of integrands is not complete, then it characterizes only a strict subset of sp(B H). When 0 < H < 1=2, by using the moving average representation of fBm B H , we construct a complete space of integrands. When 1=2 < H < 1, however, an analogous construction leads to a space of integrands which is not complete. When 0 < H < 1=2 or 1=2 < H < 1, we also consider a number of other spaces of integrands. While smaller and hence incomplete, they form a natural choice and are convenient to work with. We compare these spaces of integrands to the reproducing kernel Hilbert space of fBm.
منابع مشابه
Existence and Measurability of the Solution of the Stochastic Differential Equations Driven by Fractional Brownian Motion
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تاریخ انتشار 2000