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互為Hilbert變換對的正交小波構造及其應用

Design and application of Hilbert transform pairs of wavelet bases

  • 摘要: 提出一種互為Hilbert變換對的小波代數構造方法.這種互為Hilbert變換對的小波基的構造是從構造小波的充要條件入手,利用延遲濾波器的思想,把問題化為代數方程組求解.該方法可以避免進行譜分解.經實驗證實:由基于本文構造的小波對的對偶樹復小波變換可以得到比離散小波變換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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