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A novel low-complex and low-memory method for accurate single-tone frequency estimation

机译:一种新型低复杂和低存储器方法,用于精确单音频估计

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In this paper a new method for accurate frequency estimation of a single sinusoid is described. The main feature of the proposed method, mainly based on a simple digital non-linear filter, is its intrinsic low complexity development and use. The method, in fact, needs about 2Ns arithmetic operations, where Ns is the number of samples, and has very small memory requirements even when high accuracy is needed. Furthermore, we show that in case of moderate and high signal to noise ratio levels, the method is able to reach the Cramer-Rao Lower Bound (CRLB) but at a lower implementation cost.
机译:本文描述了一种新方法,用于精确频率估计单个正弦曲线。 该方法的主要特点,主要基于简单的数字非线性滤波器,是其内在的低复杂性开发和使用。 实际上,该方法需要大约2N s 算术运算,其中n s 是样本的数量,即使需要高精度也具有非常小的存储器要求。 此外,我们表明,在中等和高信号到噪声比水平的情况下,该方法能够到达Cramer-Rao下限(CRLB),而是以较低的实现成本。

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