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An alternative blind feedforward symbol timing estimator using two samples per symbol

机译:每个符号使用两个样本的备选盲前馈符号时序估计器

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摘要

Recently, S.J. Lee proposed a blind feedforward symbol timing estimator that exhibits low computational complexity and requires only two samples per symbol (see IEEE Commun. Lett., vol.6, p.205-7, 2002). We analyze Lee's estimator rigorously by exploiting efficiently the cyclostationary statistics present in the received oversampled signal; its asymptotic (large sample) bias and mean-square error (MSE) are derived in closed-form expression. A new blind feedforward timing estimator that requires only two samples per symbol and presents the same computational complexity as Lee's estimator is proposed. It is shown that the proposed new estimator is asymptotically unbiased and exhibits smaller MSE than Lee's estimator. Computer simulations are presented to illustrate the performance of the proposed new estimator with respect to Lee's estimator and existing conventional estimators.
机译:最近,S.J。 Lee提出了一种盲前馈符号时序估计器,该算法具有较低的计算复杂度,每个符号仅需要两个样本(请参阅IEEE Commun。Lett。,第6卷,第205-7页,2002年)。我们通过有效利用接收到的过采样信号中存在的循环平稳统计数据来严格分析Lee的估计量。其渐近(大样本)偏差和均方误差(MSE)以封闭形式表示。提出了一种新的盲前馈时序估计器,该估计器每个符号仅需要两个样本,并且具有与Lee估计器相同的计算复杂度。结果表明,拟议的新估计量是渐近无偏的,并且比Lee的估计量具有较小的MSE。提出了计算机模拟,以说明拟议的新估计器相对于Lee的估计器和现有常规估计器的性能。

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