Representations of fractional Brownian motion using vibrating strings
In this paper, we show that the moving average and series representations of fractional Brownian motion can be obtained using the spectral theory of vibrating strings. The representations are shown to be consequences of general theorems valid for a large class of second-order processes with stationary increments. Specifically, we use the 1-1 relation discovered by M.G. Krein between spectral measures of continuous second-order processes with stationary increments and differential equations describing the vibrations of a string with a certain length and mass distribution.
Year of publication: |
2005
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Authors: | Dzhaparidze, Kacha ; van Zanten, Harry ; Zareba, Pawel |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 115.2005, 12, p. 1928-1953
|
Publisher: |
Elsevier |
Keywords: | Fractional Brownian motion Krein correspondence Moving average representation Series expansion Vibrating string |
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