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Carrier Frequency Offset Estimation Based on Twice FFT Matrix Algorithm

机译:基于两次FFT矩阵算法的载波频率偏移估计

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There is a contradiction between the estimation range and estimation accuracy of the most carrier frequency offset (CFO) estimation algorithms. In order to solve the dilemma, this paper proposes an improved Fast Fourier Transform (FFT) CFO estimation method based on Twice FFT Matrix Algorithm (TFMA). The idea of the method is to ameliorate the frequency resolution highly by enlarging the size of FFT, without sacrificing the estimation range. By the application of TFMA, the calculation resource consumption is decreased largely compared with the direct implementation of large-size FFT in the field programmable gate array (FPGA). Therefore, the approach can be used to estimate the large CFO of the high-order modulation signals accurately and effectively. The experiment results verify that the method can complete the estimation of the small or large CFO precisely, thus the contradiction above has been solved properly. Moreover, TFMA has been realized on the hardware platform of FPGA.
机译:大多数载波频率偏移(CFO)估计算法的估计范围和估计精度之间存在矛盾。为了解决这一难题,本文提出了一种基于二次FFT矩阵算法(TFMA)的改进的快速傅里叶变换(FFT)CFO估计方法。该方法的思想是在不牺牲估计范围的情况下,通过扩大FFT的大小来高度改善频率分辨率。与直接在现场可编程门阵列(FPGA)中实现大型FFT相比,通过TFMA的应用,大大减少了计算资源的消耗。因此,该方法可用于准确,有效地估计高阶调制信号的大CFO。实验结果证明,该方法可以准确地完成对大,小CFO的估计,从而正确解决了上述矛盾。而且,TFMA已经在FPGA的硬件平台上实现。

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