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An windowed frequency domain interpolation algorithms for damped sinusoidal signals

机译:阻尼正弦信号的窗口频域插值算法

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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.
机译:呈现了一种估计表征多频阻尼正弦信号的参数的算法。首先,通过在快速傅里叶变换(FFT)之前使用汉语窗口来加权信号,然后通过频域插值获得信号的频率,幅度,阶段和阻尼因子。结果表明,通过使用汉语窗口来实现提高参数估计精度的目的,该窗口减少了远程泄漏和频域内插,从而消除了短程泄漏。改变参数,噪声效应和采样长度的敏感性分析表明,考虑了噪声效应和频谱干扰,证明了许多工程应用中的可靠性和高精度参数估计。否则,有利地采用了有效计算和低存储器需求的特性用于差的计算资源情况。

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