Title :
Multiplierless perfect reconstruction modulated filter banks with sum-of-powers-of-two coefficients
Author :
Chan, S.C. ; Liu, W. ; Ho, K.L.
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
fDate :
6/1/2001 12:00:00 AM
Abstract :
This paper proposes an efficient class of perfect reconstruction (PR) modulated filter banks (MFB) using sum-of-powers-of-two (SOPOT) coefficients. This is based on a modified factorization of the DCT-IV matrix and the lossless lattice structure of the prototype filter, which allows the coefficients to be represented in SOPOT form without affecting the PR condition. A genetic algorithm (GA) is then used to search for these SOPOT coefficients. Design examples show that SOPOT MFB with a good frequency characteristic can be designed with very low implementation complexity. The usefulness of the approach is demonstrated with a 16 channel design example.
Keywords :
channel bank filters; discrete cosine transforms; filtering theory; genetic algorithms; matrix decomposition; signal reconstruction; 16 channel design; DCT-IV matrix factorization; SOPOT coefficients; genetic algorithm; lossless lattice structure; low implementation complexity; perfect reconstruction modulated filter banks; prototype filter; sum-of-powers-of-two coefficients; Channel bank filters; Discrete cosine transforms; Filter bank; Filtering theory; Frequency; Genetic algorithms; Lattices; Matrix decomposition; OFDM modulation; Prototypes;
Journal_Title :
Signal Processing Letters, IEEE