DocumentCode :
1262792
Title :
IIR-Based {\\rm DT}{cal C}{\\rm WTs} With Improved Analyticity and Frequency Selectivity
Author :
Wang, Daiwei ; Zhang, Xi
Author_Institution :
Dept. of Commun. Eng. & Inf., Univ. of Electro-Commun., Chofu, Japan
Volume :
60
Issue :
11
fYear :
2012
Firstpage :
5764
Lastpage :
5774
Abstract :
In this paper, a new class of DTCWTs with improved analyticity and frequency selectivity is proposed by using general IIR filters with numerator and denominator of different degree. In the common-factor technique proposed by Selesnick, the maximally flat allpass filter was used to satisfy the half-sample delay condition. Thus, to improve the analyticity of complex wavelets, we present a method for designing allpass filters with the specified degree of flatness and equiripple phase response in the approximation band. Furthermore, to improve the frequency selectivity of scaling lowpass filters, we locate the specified number of zeros at z = -1 and minimize the stopband error. The design methods proposed in this paper use the well-known Remez exchange algorithm to approximate the equiripple response. Therefore, a set of filter coefficients can be easily obtained by solving the eigenvalue problem. Finally, we investigate the performance on the proposed DTCWTs through several design examples. It is shown that the conventional DTCWTs proposed by Selesnick are only the special cases of DTCWTs proposed in this paper.
Keywords :
IIR filters; all-pass filters; approximation theory; band-stop filters; delays; eigenvalues and eigenfunctions; equiripple filters; low-pass filters; wavelet transforms; IIR filter; IIR-based DTCWT; Remez exchange algorithm; Selesnick; approximation band; common-factor technique; complex wavelet analysis; dual tree complex wavelet transform; eigenvalue problem; equiripple phase response; frequency selectivity; half-sample delay condition; lowpass filter scaling; maximally flat allpass filter; stopband error minimization; Approximation methods; Delay; Finite impulse response filter; Wavelet analysis; Wavelet transforms; ${rm DT}{cal C}{rm WT}$; Allpass filter; Hilbert transform pair; IIR digital filter; analyticity; frequency selectivity;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2012.2212893
Filename :
6265420
Link To Document :
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