退化傅里叶变换相位对信号重构的影响研究

A. Nandi
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引用次数: 0

摘要

只提供摘要形式。本文讨论了基于相位信息的信号重构。虽然这在一般情况下是不可能的,但之前已经证明,一个有限持续时间序列,只要它的z变换在倒数对或单位圆上没有零,它是由它的傅里叶变换相位在一个比例因子内唯一指定的,因此可以在一个比例因子内重建。推导假设相位是确切已知的;不涉及任何类型的错误。由于所有的测量量都会受到某种误差的影响,所以当人们希望重建真实信号而不是模拟信号时,这种假设就过于严格了。为了研究相位退化对重构信号质量的影响,进行了一系列实验。研究了相位样本中加性随机噪声和量化噪声的影响以及均匀采样和非均匀采样对傅里叶相位函数的影响。研究发现,重构信号的质量取决于傅里叶相函数采样所用的频率集的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A study of the effects in signal reconstruction from degraded Fourier transform phase
Summary form only given. The reconstruction of signals from phase only information has been treated. Although this is not possible in general, it has been shown previously that a finite duration sequence, provided its z-transform has no zeros in reciprocal pairs or on the unit circle, is uniquely specified by its Fourier transform phase within a scale factor and therefore can be reconstructed within a scale factor. The derivation assumes that the phases are known exactly; no error of any kind is involved. As all measured quantities are degraded by some kind of error, this assumption is much too restrictive when one wishes to reconstruct real signals as opposed to simulated signals. To study the effects of phase degradation on the quality of reconstructed signals, a series of experiments has been performed. The effects of additive random noise and of quantization noise in the phase samples have been investigated along with the effects of uniform and nonuniform sampling of the Fourier phase function. It has been found that the quality of a reconstructed signal is dependent on the choice of the set of frequencies used for sampling the Fourier phase function.<>
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