Title :
Filter coefficients of the fractional Hilbert transforms of biorthogonal wavelets
Author :
Morimoto, Akihito ; Ashino, Ryuichi ; Ikebe, Kazuma ; Mandai, Takeshi ; Tatsumi, Motoi
Author_Institution :
Osaka Kyoiku Univ., Kashiwara, Japan
Abstract :
It is available to construct a discrete wavelet transform corresponding to an analytic wavelet transform. It is necessary to design good biorthogonal scaling functions which generate the Hilbert transforms of biorthogonal wavelets. In this paper, a design method of good scaling functions is proposed. We calculate the low-pass filter coefficients, which correspond to these scaling functions, directly from the original biorthogonal low-pass filter coefficients. In numerical experiments, it is shown that DWTs and IDWTs with twenty taps filter coefficients reconstruct signals with adequate precision.
Keywords :
Hilbert transforms; discrete wavelet transforms; low-pass filters; signal reconstruction; analytic wavelet transform; biorthogonal low-pass filter coefficients; biorthogonal scaling functions; biorthogonal wavelets; discrete wavelet transform; filter coefficients; fractional Hilbert transforms; low-pass filter coefficients; scaling functions; signal reconstruction; Biorthogonal wavelets; biorthogonal scaling functions; filter coefficients; fractional Hilbert transform;
Conference_Titel :
Wavelet Analysis and Pattern Recognition (ICWAPR), 2014 International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4799-4212-1
DOI :
10.1109/ICWAPR.2014.6961304