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A blind EM-based carrier frequency offset estimation algorithm for OFDM signals

机译:一种用于OFDM信号的盲EM基载波频率偏移估计算法

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Orthogonal frequency-division multiplexing (OFDM) system is very sensitive to the synchronization errors in digital communications, which should be compensated at the receiver. In this paper, we proposed an expectation maximum (EM) based blind carrier frequency offset (CFO) estimation algorithm for OFDM signals. By utilizing the second-order cyclostationarity of OFDM signals, a blind frequency offset estimation method is introduced as the initialization of EM algorithm. Without any prior information of the received signal, this method can realize the blind CFO estimation of OFDM after a few iterative process. Simulation results show that the proposed algorithm can effectively estimate the CFO at moderate and high signal to noise rate (SNR).
机译:正交频分复用(OFDM)系统对数字通信中的同步误差非常敏感,这应该在接收器处补偿。在本文中,我们提出了一种基于最大(EM)的OFDM信号的盲载频率偏移(CFO)估计算法。通过利用OFDM信号的二阶循环性度,引入了盲频偏移估计方法作为EM算法的初始化。如果没有接收信号的任何先前信息,则该方法可以在几个迭代过程之后实现OFDM的盲CFO估计。仿真结果表明,该算法可以有效地估计中等高信号的CFO与噪声率(SNR)。

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