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Cramer-Rao limit of SNCK signal parameter estimation and a fast central frequency estimation method

机译:SNCK信号参数估计的Cramer-Rao限制和快速中心频率估计方法

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摘要

A kind of parameter estimation method of sine non-linear chirp keying (SNCK) is researched in this paper. Using the maximum likelihood method to estimate Cramer-Rao limit of SNCK signal, and the feature of Fourier domain of modulated SNCK signal, a fast center frequency estimation method which is suitable for small time-bandwidth product of SNCK signal is given. The simulation shows that the proposed algorithm to estimate the center frequency suits for value of small D SNCK signal, and the estimation performance is gradually approaching the maximum likelihood estimation of the Cramer-Rao limit.
机译:本文研究了一种正弦非线性啁啾键控(SNCK)的参数估计方法。使用最大似然方法来估计SNCK信号的CRAMER-RAO限制,以及调制SNCK信号的傅立叶域的特征,给出了适合于SNCK信号的小时间带宽乘积的快速中心频率估计方法。模拟表明,所提出的算法估计小D SNCK信号值的中心频率适用于价值,估计性能逐渐接近克拉姆 - 饶限度的最大似然估计。

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