Stabilized hard thresholding for an unknown noise level


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The effect wa ys of estimating noise variance on the statistical characteristics of the stabilized hard thresholding of signal wavelet coefficients is studied. An unbiased estimator of the mean-square risk is analyzed. It is shown that under certain conditions, the estimator distribution tends to a normal law with variance that depends on the type of noise variance estimate.

作者简介

O. Shestakov

Faculty of Computational Mathematics and Cybernetics; Institute of Informatics Problems, Federal Research Center for Computer Science and Control

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Email: oshestakov@cs.msu.su
俄罗斯联邦, Moscow, 119991; Moscow, 119333

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