DocumentCode
1341240
Title
New Techniques for Rationalizing Orthogonal and Biorthogonal Wavelet Filter Coefficients
Author
Murugesan, Selvaraaju ; Tay, David B H
Author_Institution
Dept. of Electron. Eng., La Trobe Univ., Bundoora, VIC, Australia
Volume
59
Issue
3
fYear
2012
fDate
3/1/2012 12:00:00 AM
Firstpage
628
Lastpage
637
Abstract
Most wavelet filters reported in the literature have irrational coefficients. Hardware implementation can be simpler if the filter coefficients are rational valued. In this paper, we present novel methods to rationalize both orthogonal and biorthogonal filter coefficients with perfect reconstruction and vanishing moments preservation. Rational orthogonal filter coefficients are obtained using lattice structures. Rational biorthogonal filter coefficients are obtained using the complementary filter technique in which one set of filter coefficients is expressed in terms of the other. The rationalized filters have characteristics that are very close to the original irrational filters. The techniques are simple yet general enough to be used for almost any filter bank unlike the techniques in previously reported works.
Keywords
channel bank filters; wavelet transforms; biorthogonal filter coefficients; complementary filter technique; fitter bank; irrational fitters; lattice structures; orthogonal fitter coefficients; rationalized fitters; wavelet filters; Equations; Filtering theory; Image coding; Lattices; Mathematical model; Quantization; Wavelet transforms; Biorthogonal filters; FIR digital filters; orthogonal filters; rational coefficient; wavelets;
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2011.2165415
Filename
6035747
Link To Document