Title :
Design of Hilbert transform pairs of orthonormal wavelet bases with improved analyticity
Author_Institution :
Dept. of Commun. Eng. & Inf., Univ. of Electro-Commun., Chofu, Japan
Abstract :
This paper proposes a class of Hilbert transform pairs of orthonormal wavelet bases with improved analyticity. To improve the analyticity of complex wavelet, a different allpass filter is used for the half-sample delay approximation. We present a design method for allpass filters with the specified degree of flatness at ω = 0 and equiripple phase response in the approximation band. Remez exchange algorithm is applied in the approximation band, and then a set of filter coefficients can be obtained easily by solving the eigen-value problem. Therefore, the equiripple phase response is attained through a few iterations. Furthermore, the corresponding filter banks are constructed from the designed allpass filters by using the method proposed in. The resulting orthonormal wavelet bases possess the maximum number of vanishing moments. Finally, one example is presented to demonstrate the improvement of the analyticity.
Keywords :
Hilbert transforms; all-pass filters; delays; wavelet transforms; Hilbert transform; allpass filter; equiripple phase response; filter coefficient; half-sample delay approximation; orthonormal wavelet bases; Delay; Eigenvalues and eigenfunctions; Least squares approximation; Wavelet analysis; Wavelet transforms; Allpass filter; FIR filter; Hilbert transform pair; Orthonormal wavelet basis; Vanishing moment;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947325