基于Quinn算法提高PMF-FFT多普勒频率估计精度的方法

Sun Xi-yan, Hu Xun-Xiong, Ji Yuan-fa, Guo Ning
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引用次数: 0

摘要

在卫星定位接收机中,卫星信号的捕获、载波频率和多普勒频率的获取是至关重要的。然而,在高动态环境下,以每秒数千千赫兹的速率变化的100千赫兹的多普勒频偏是一个至关重要的问题,这对捕获算法提出了更高的要求。针对传统PMF-FFT算法的多普勒频率搜索效率低的问题,提出了一种Quinn-PMF-FFT算法。在估计多普勒频率之前,对信号的点进行双零填充,经过傅里叶零变换运算后对其进行2N次填充,使频谱信号的频谱数在主瓣中增加,从而得到更多的频谱信息对峰值位置进行修正。该方法还可以获得更精确的多普勒频率估计,并进行仿真实验。通过对频率均方误差的比较,验证了Quinn-PMF-FFT算法在高动态环境下能够避免插值方向误差,具有较高的搜索效率和估计精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Method Based on Quinn Algorithm to Improve The Accuracy of PMF-FFT Doppler Frequency Estimation
In the satellite positioning receiver, it is essential to capture the satellite signal and obtain the carrier and Doppler frequency. Whereas, there is a vital problem that the Doppler frequency offset of 100 kilohertz with the change rate of thousands of kilohertz per second under the high dynamic environment which has higher requirements on capture algorithm. Aiming at the Doppler frequency search efficiency of traditional PMF-FFT algorithm, this paper proposes a Quinn-PMF-FFT. Before estimating the Doppler frequency, there is double zero padding, the point of signal does 2N to fill after zero Fourier transform arithmetic, and makes the increase in the number of spectral signal spectrum in the main lobe, then gets more spectral information to modified of the peak position. It is also can obtain more accurate Doppler frequency estimation, and carry out the simulation experiment. Via comparing the mean square frequency error, it is verified that the Quinn-PMF-FFT algorithm can avoid the error of interpolation direction in high dynamic environment, and has higher search efficiency and estimation accuracy.
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