2005
Representations of fractional Brownian motion using vibrating strings
Publication
Publication
Stochastic Processes and their Applications , Volume 115 - Issue 12 p. 1928- 1953
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.
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North-Holland Publishing Company | |
Stochastic Processes and their Applications | |
Organisation | Stochastics |
Dzhaparidze, K., van Zanten, H., & Zareba, P. (2005). Representations of fractional Brownian motion using vibrating strings. Stochastic Processes and their Applications, 115(12), 1928–1953. |