关于瞬时带宽的估计

B. Ristic, B. Boashash
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引用次数: 3

摘要

在许多应用中,观测信号的瞬时频率描述了一些感兴趣的物理现象。瞬时频率可以解释为某一特定时刻的平均频率。然后,很自然地用估计瞬时传播或带宽来补充对瞬时频率的任何测量。假设AM-FM信号的对数包络的多项式模型,首先考虑了瞬时带宽的极大似然估计和Cramer-Rao界。然后提出了两种较简单的IB估计算法:对数包络差分算法和LS方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On estimation of instantaneous bandwidth
In many applications, the instantaneous frequency of the observed signal describes some physical phenomenon of interest. The instantaneous frequency can be interpreted as the mean frequency at a particular instant of time. Then it is natural to supplement any measure of the instantaneous frequency by the estimate of its instantaneous spread or bandwidth. Assuming a polynomial model of log-envelope of an AM-FM signal, the paper first considers the maximum likelihood (ML) estimation and Cramer-Rao bounds for instantaneous bandwidth (IB). Then two simpler algorithms for IB estimation are proposed: the log-envelope difference algorithm and the LS method.
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