使用高阶统计量的采样抖动检测

J. Tourneret, A. Ferrari, B. Lacaze
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摘要

经过采样抖动的信号的频谱可能与没有采样抖动的相同信号的频谱有很大的不同。本文的第一部分证明了连续高斯信号的频谱可以由采样(带抖动)信号的二阶和四阶统计量组合使用来重建。这种频谱重建然后被用来检测抖动的存在或不存在的采样信号。研究了一种基于谱校正项的似然比检测器。它提供了一个比较次优检测器的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sampling jitter detection using higher-order statistics
The spectrum of a signal subjected, to sampling jitter can be significantly different from the spectrum of the same signal sampled without jitter. The first part of the paper shows that the spectrum of a continuous Gaussian signal can be reconstructed from a combined use of the sampled (with jitter) signal second and fourth-order statistics. This spectral reconstruction is then used to detect the presence or absence of jitter in a sampled signal. A likelihood ratio detector based on the spectral corrective term is studied. It gives a reference to which suboptimal detectors can be compared.
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