一种阻尼正弦信号的窗频域插值算法

R. Diao, Qingfeng Meng, Yumei Liang
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引用次数: 2

摘要

提出了一种多频阻尼正弦信号的参数估计算法。首先在快速傅里叶变换(FFT)前对信号进行汉宁窗加权,然后通过频域插值得到信号的频率、幅值、相位和阻尼因子。结果表明,采用汉宁窗和频域插值分别减少了远程泄漏和消除了近距离泄漏,达到了提高参数估计精度的目的。对参数变化、噪声影响和采样长度的敏感性分析表明,该方法同时考虑了噪声影响和频谱干扰,证明了该参数估计在大量工程应用中的可靠性和准确性。另外,在计算资源贫乏的情况下,有利于利用高效计算和低内存需求的特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An windowed frequency domain interpolation algorithms for damped sinusoidal signals
An algorithm for the estimation of parameters that characterize a multi-frequency damped sinusoidal signal is presented. At first, the signal is weighted by using the Hanning window before the fast Fourier transform (FFT), then the frequencies, amplitudes, phases and damped factors of the signal are obtained by frequency domain interpolation. It is shown that the purpose of improving the accuracy of parameter estimation is achieved by using the Hanning window which reduces the long-range leakage and by frequency domain interpolation which eliminates the short-range leakage. The sensitivity analysis of changing of the parameters, noise effect and sampling length show that, both the noise effect and spectrum interference are considered, proving the reliability and high accuracy parameter estimation in a number of engineering applications. Otherwise, the characteristics of efficient computational and low memory demands are advantageously adopted for the poor computing resources situations.
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