基于差分数字滤波的频谱分析精度

N. V. Arapov, A. Burova
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引用次数: 0

摘要

讨论了与数字信号处理精度问题研究相关的问题。研究的目的是估计差分数字滤波的误差。研究方法。可编程逻辑集成电路上数字滤波器的数学和硬件软件建模。提出并给出了整数差分系数差分数字滤波的误差估计方法。结果表明,基于整数系数差分数字滤波器的频谱分析数字方法精度不高,但差分数字滤波阶数及其差分阶数的选择保证了不需要乘法运算的离散傅里叶变换。建议通过增加这些数量级来提高光谱分析的精度,因为接近所需精度水平的程度是由所使用方法的计算算法的硬件成本的允许水平决定的。
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Accuracy of Spectral Analysis Based on Difference Digital Filtering
The issues related to the study of the problem of accuracy of digital signal processing are considered. The purpose of the study is to estimate the error of difference digital filtering. Research methods - mathematical and hardware-software modeling of digital filters on programmable logic integrated circuits. An estimate of the error of differential digital filtering with integer difference coefficients is proposed and presented. It is shown that digital methods of spectral analysis based on difference digital filters with integer coefficients are not accurate, but the selection of values of the order of difference digital filtering and the order of its difference ensures the discrete Fourier transform without multiplication operations. It is proposed to increase the accuracy of spectral analysis by increasing these orders of magnitude, since the degree of approximation to the desired level of accuracy is determined by the permissible level of hardware costs for the computational algorithm of the method used.
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