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An High-precision FFT Frequency Offset Estimation Algorithm based on Interpolation and Binary Search

机译:基于插值和二进制搜索的高精度FFT频偏估计算法

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The traditional Fast Fourier Transform (FFT) frequency offset estimation algorithm is difficult to take account of the Signal-to-Noise Ratio (SNR), estimation range and estimation accuracy. To solve this problem, an FFT frequency offset estimation algorithm based on interpolation and binary search is proposed in this paper. The unbiased estimation of frequency offset can be obtained by one interpolation. Interpolation is followed by binary search to improve the estimation accuracy of frequency points near the spectral line. In practical application, interpolation algorithm can be used for coarse frequency offset estimation, and then binary search can be used to finish fine frequency offset estimation. This algorithm is suitable for carrier recovery in deep space communication under the condition of higher carrier precision requirements.
机译:传统的快速傅立叶变换(FFT)频偏估计算法很难考虑信噪比(SNR),估计范围和估计精度。针对这一问题,提出了一种基于插值和二进制搜索的FFT频率偏移估计算法。可以通过一个插值获得频率偏移的无偏估计。插值后进行二进制搜索以提高频谱线附近频率点的估计精度。在实际应用中,可以将插值算法用于粗略的频率偏移估计,然后使用二进制搜索来完成精细的频率偏移估计。该算法适用于对载波精度有较高要求的深空通信中的载波恢复。

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