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A novel exact representation of stationary colored Gaussian processes (fractional differential approach)

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Published 8 February 2010 2010 IOP Publishing Ltd
, , Citation Giulio Cottone et al 2010 J. Phys. A: Math. Theor. 43 085002 DOI 10.1088/1751-8113/43/8/085002

1751-8121/43/8/085002

Abstract

A novel representation of functions, called generalized Taylor form, is applied to the filtering of white noise processes. It is shown that every Gaussian colored noise can be expressed as the output of a set of linear fractional stochastic differential equations whose solution is a weighted sum of fractional Brownian motions. The exact form of the weighting coefficients is given and it is shown that it is related to the fractional moments of the target spectral density of the colored noise.

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10.1088/1751-8113/43/8/085002