DocumentCode
2108841
Title
An efficient algorithm to design perfect reconstruction regular quadrature mirror filters using weighted Lp error criteria
Author
Goh, Chee-Kiang ; Lim, Yong-Ching
Author_Institution
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
Volume
5
fYear
1998
fDate
31 May-3 Jun 1998
Firstpage
158
Abstract
An efficient iterative algorithm is presented in this paper to design lattice-type perfect reconstruction regular quadrature mirror filters (PR-QMF) by minimizing the pth power of an appropriate error criteria, where p can be a function of ω. The filter bank design is approximated as an unconstrained weighted least squares problem with respect to the lattice coefficients. Typically, only a few iterations of our algorithm are needed to obtain an optimal solution in the weighted L p sense. An estimation of the number of canonic signed digit (CSD) terms needed to quantize the lattice coefficients yielding minimal degradation of the filter´s stopband attenuation is also derived. Efficient multiplierless implementation of lattice-type regular PR-QMF banks are easily obtained using this result
Keywords
iterative methods; least squares approximations; quadrature mirror filters; appropriate error criteria; canonic signed digit terms; efficient iterative algorithm; lattice coefficients; multiplierless implementation; perfect reconstruction regular quadrature mirror filters; stopband attenuation; unconstrained weighted least squares problem; weighted Lp error criteria; Algorithm design and analysis; Degradation; Filter bank; Finite impulse response filter; Image reconstruction; Iterative algorithms; Lattices; Least squares approximation; Low pass filters; Mirrors;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location
Monterey, CA
Print_ISBN
0-7803-4455-3
Type
conf
DOI
10.1109/ISCAS.1998.694432
Filename
694432
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