互为Hilbert变换对的正交小波构造及其应用

Design and application of Hilbert transform pairs of wavelet bases

  • 摘要: 提出一种互为Hilbert变换对的小波代数构造方法.这种互为Hilbert变换对的小波基的构造是从构造小波的充要条件入手,利用延迟滤波器的思想,把问题化为代数方程组求解.该方法可以避免进行谱分解.经实验证实:由基于本文构造的小波对的对偶树复小波变换可以得到比离散小波变换更好的特征提取效果.

     

    Abstract: A method for designing Hilbert transform pairs of orthogonal and biorthogonal wavelet bases was proposed, which can translate the problem into resolving algebraic equations via a flat fractional delay filter based on the sufficient and necessary condition for constructing wavelet. It avoids performing spectral factorization. Experiments show that the dual-tree complex wavelet transform (DT-CWT) based on the wavelet bases constructed by this method can more fit to extract features than the real discrete wavelet transform (DWT).

     

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