Title :
A New Phase-Factor Design Method for Hilbert-Pairs of Orthonormal Wavelets
Author_Institution :
Dept. of Commun. Eng. & Inf., Univ. of Electro-Commun., Chofu, Japan
Abstract :
A new method is proposed for designing Hilbert transform pairs of orthonormal wavelet bases with improved analyticity. Selesnick proposed a simple common factor technique for designing the Hilbert transform pairs in , where the phase factor is required to satisfy the half-sample delay condition, while the common factor is used to obtain the maximum number of vanishing moments and to satisfy the condition of orthonormality. To improve the analyticity of complex wavelets, we propose a novel method to design the phase factor by using the Remez exchange algorithm, so that the difference in the frequency response between two scaling lowpass filters is minimized. One design example is presented to demonstrate the effectiveness of the proposed method.
Keywords :
Hilbert transforms; frequency response; low-pass filters; wavelet transforms; Hilbert transform pairs; Remez exchange algorithm; frequency response; orthonormal wavelet; orthonormality; phase factor; vanishing moment; Algorithm design and analysis; Delay; Design methodology; Signal processing algorithms; Wavelet analysis; Wavelet transforms; Analyticity; Hilbert transform pair; Remez exchange algorithm; orthonormal wavelet; vanishing moment;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2011.2162235