Title :
M-channel linear phase perfect reconstruction filter bank with rational coefficients
Author_Institution :
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
fDate :
7/1/2002 12:00:00 AM
Abstract :
This paper introduces a general class of M-channel linear phase perfect reconstruction filter banks (FBs) with rational coefficients. A subset of the presented solutions has dyadic coefficients, leading to multiplierless implementations suitable for low-power mobile computing. All of these FBs are constructed from a lattice structure that is VLSI-friendly, employs the minimum number of delay elements, and robustly enforces both linear phase and perfect reconstruction property. The lattice coefficients are parameterized as a series of zero-order lifting steps, providing fast, efficient, in-place computation of the subband coefficients. Despite the tight rational or integer constraint, image coding experiments show that these novel FBs are very competitive with current popular transforms such as the 8×8 discrete cosine transform and the wavelet transform with 9/7-tap biorthogonal irrational-coefficient filters
Keywords :
FIR filters; channel bank filters; computational complexity; image coding; lattice filters; linear phase filters; rational functions; 9/7-tap biorthogonal irrational-coefficient filters; FIR linear phase perfect reconstruction FBs; M-channel linear phase perfect reconstruction filter bank; VLSI-friendly lattice structure; dyadic coefficients; image coding experiments; lattice coefficient parameterization; low-power mobile computing; multiplierless implementations; multirate filter banks; rational coefficients; subband coefficients; zero-order lifting steps; Discrete cosine transforms; Discrete wavelet transforms; Filter bank; Finite impulse response filter; Image coding; Image reconstruction; Lattices; Mobile computing; Signal processing; Transform coding;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
DOI :
10.1109/TCSI.2002.800467