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Estimation Algorithms of Harmonic Parameters Based on the FFT

机译:基于FFT的谐波参数估计算法。

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The spectral leakage of the fast Fourier transform (FFT) algorithm caused by asynchronous sampling seriously affects the parameter estimation accuracy. The interpolation algorithm based on window function and the phase difference algorithm is presented in this paper to amend the FFT results by calculating the synchronous deviation. The interpolation algorithm is commonly used in harmonic analysis, but it is difficult to apply to some cosine windows with high-order or certain coefficient, because it needs to solve high-order equations to obtain the explicit interpolation formula. The Phase difference algorithm is applicable to cosine window of any order, which uses the phase difference between the discrete Fourier transform (DFT) spectrum peaks of two adjacent sampled data to estimate the synchronous deviation. Simulation results are compared and analyzed to verify the performance of the two algorithms.
机译:由异步采样引起的快速傅立叶变换(FFT)算法的频谱泄漏严重影响了参数估计的准确性。提出了基于窗函数的插值算法和相位差算法,通过计算同步偏差来修正FFT结果。插值算法通常用于谐波分析,但是由于需要求解高阶方程以获得显式插值公式,因此很难应用于某些具有高阶或一定系数的余弦窗口。相位差算法适用于任何阶数的余弦窗口,该算法使用两个相邻采样数据的离散傅立叶变换(DFT)频谱峰值之间的相位差来估计同步偏差。仿真结果经过比较和分析,以验证两种算法的性能。

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