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通过特殊平均技术估计信号和噪声频谱及其在事后“维纳”滤波中的应用。

Estimation of signal and noise spectra by special averaging techniques with application to a posteriori "Wiener" filtering.

作者信息

de Weerd J P, Uyen G J, Johannesma P I, Martens W L

出版信息

Biol Cybern. 1979 Mar 19;32(3):153-64. doi: 10.1007/BF00337392.

Abstract

This paper deals with the problem of separating the spectra of signal and noise in ensembles where the signal can be considered as an invariant component and the noise as a stationary additive background. Several methods are discussed and compared on the basis of a statistical analysis of the first two moments of the estimators for signal and noise spectra. As a consequence a procedure is proposed which provides a flexible compromise between estimation accuracy and computational effort. The application of this procedure to a posteriori "Wiener" filtering is compared with a more common, but time consuming, technique.

摘要

本文探讨了在信号可被视为不变分量且噪声可被视为平稳加性背景的总体中分离信号与噪声频谱的问题。基于对信号和噪声频谱估计量前两阶矩的统计分析,对几种方法进行了讨论和比较。结果提出了一种在估计精度和计算量之间提供灵活折中的程序。将该程序应用于后验“维纳”滤波,并与一种更常见但耗时的技术进行了比较。

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