A new DFT-based frequency estimator for single-tone complex sinusoidal signals

Luoyang Fang, Dongliang Duan, Liuqing Yang
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引用次数: 24

Abstract

Frequency estimation for single-tone complex sinusoidal signals under additive white Gaussian noise is a classical and fundamental problem in many applications, such as communications, radar, sonar and power systems. In this paper, we propose a new algorithm by interpolating discrete Fourier transform (DFT) samples. Different from other existing interpolation methods for frequency estimation, our algorithm is based on a much simpler expression and has mathematically tractable bias expression in closed form, which can potentially assist future bias correction. Simulations confirm that our proposed algorithm outperforms all existing alternatives in the literature with comparable complexity.
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一种基于dft的单音复正弦信号频率估计方法
加性高斯白噪声下单音复正弦信号的频率估计是通信、雷达、声纳和电力系统中一个经典而基础的问题。本文提出了一种利用离散傅立叶变换(DFT)样本插值的新算法。与其他现有的频率估计插值方法不同,该算法基于一个更简单的表达式,并且具有数学上易于处理的封闭形式的偏差表达式,这可能有助于未来的偏差校正。仿真证实,我们提出的算法优于文献中所有具有相当复杂性的现有替代算法。
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