Doppler estimation by MA model and its comparison with FFT

M. Tabiani, S. Sadjadpour
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Abstract

Proposes an efficient novel method for Doppler frequency estimation in MTI radar, based on white noise assumption and using a second order canceler in the receiver. These conditions make the MA (moving average) model valid. Based on some realistic numerical assumptions, the authors compare the results of this model by a classic FFT (fast Fourier transform) estimator. By presenting a performance analysis, the authors show the degree of improvement which can be obtained by the proposed new estimation method.<>
MA模型的多普勒估计及其与FFT的比较
提出了一种基于白噪声假设并在接收机中加入二阶对消器的MTI雷达多普勒频率估计方法。这些条件使得MA(移动平均)模型有效。在一些实际数值假设的基础上,用经典的快速傅里叶变换估计器对该模型的结果进行了比较。通过性能分析,作者展示了新估计方法所能获得的改进程度。
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