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The expansion of a random signal into series of functions, with uncorrelated random variables for decomposition coefficients, appears in many aspects of signal processing. These possibilities are offered by the Karhunen-Loeve expansion. This expansion is rarely used in practice, because we are not able to estimate it quickly and efficiently. After recalling the Karhunen-Loeve expansion for a one-dimensional...
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