基于改进小波包变换的谐波检测方法研究

Research of harmonic detection method based on improved wavelet packet transformatio

  • 摘要: 针对基于傅里叶变换的谐波检测方法存在栅栏效应和频谱泄漏等问题,提出了一种基于改进小波包变换的谐波检测方法。该方法实现了对信号频带的均匀划分,通过选择适当的采样频率和小波包分解树,使所关心的谐波频率落到小波包频带的中心,从而减少频谱泄漏,有效提高了频谱分析精度。实验结果验证了该方法的有效性。

     

    Abstract: For problems of fence effect and spectrum leakage of harmonic detection method based on Fourier transformation, the paper proposed a harmonic detection method based on improved wavelet packet transformation. The method achieves uniform division of signal band, makes harmonic frequencies concerned fall on the center of frequency band of wavelet packet by selecting appropriate sampling frequency and wavelet packet decomposition tree, so as to reduce spectrum leakage and effectively improve accuracy of spectrum analysis. Experimental results verify effectiveness of the harmonic detection method based on improved wavelet packet transformation.

     

/

返回文章
返回