中等复杂度下基于迭代相位的扩展阈值和估计范围频率估计

I. Perisa, J. Lindner
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引用次数: 1

摘要

在以前的工作中,已经提出了许多计算复杂度小的高效相位估计器。它们中的大多数都有一个非常高的阈值——即低于一定的信噪比(SNR),估计器方差会迅速增加。大多数提高阈值的方法都相当复杂,或者估计范围有限。在之前的一篇论文中,已经证明迭代频偏估计方案可以在中等复杂度下实现低阈值。在这里,我们展示了如何将它们与不同的估计器组合以实现更快的收敛速度。这使得估算器的构造可以很容易地适应有关估算范围、性能和复杂性的不同需求
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Iterative Phase-Based Frequency Estimation with Extended Threshold and Estimation Range at Moderate Complexity
In previous works, many efficient phase-based estimators with small computational complexity have been proposed. Most of them suffer from a very high threshold - i.e. below a certain signal-to-noise ratio (SNR) the estimator variance increases rapidly. Most of the approaches that improve the threshold are quite complex or have a limited estimation range. In a previous paper it was shown that iterative frequency offset estimation schemes can achieve a low threshold at a moderate complexity. Here we show how they can be combined with different estimators to achieve a faster convergence rate. This enables the construction of estimators that can easily be adapted to different requirements concerning estimation range, performance, and complexity
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