一种估计多项式相位信号参数的迭代算法

P. O'Shea
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引用次数: 10

摘要

多项式相变(Polynomial Phase transform, PPT),在[1]中被提出作为一种估计等幅多项式相位信号参数的工具。在[2]中也提出了该算法的扩展,以便能够处理多分量和时变幅度的参数估计。虽然PPT在高信噪比(SNR)下具有计算效率和几乎统计效率,但在低信噪比下却会灾难性地失败。本文提出了一个扩展,使PPT可以在较低的信噪比下工作。所提出的算法是迭代的,使用的方法与[3]、[4]和[5]中用于二次相位信号参数估计的方法类似。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Iterative Algorithm For Estimating The Parameters Of Polynomial Phase Sighals
The "Polynomial Phase transform (PPT)", was presented in [l] as a tool for the estimation of the parameters of constant amplitude polynomial phase signals. Extensions of the algorithm have also been proposed in [2] to be able to deal with parameter estimation for multiple components and for time-varying amplitude. While the PPT is computationally efficient and almost statistically efficient at high signal to noise ratio (SNR), it fails catastrophically at low SNR. This paper presents an extension so that the PPT can operate at lower SNRs. The proposed algorithm is iterative: and uses a similar approach to that used for parameter estimation of quadratic phase signals in [3], [4] and [5].
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