Title :
Design of two-channel low-delay FIR filter banks using constrained optimization
Author :
R. Bregovic;T. Saramaki
Author_Institution :
Signal Process. Lab., Tampere Univ. of Technol., Finland
Abstract :
This paper shows the efficiency of using constrained optimization for designing two-channel low-delay finite impulse response filter banks. The filter banks under consideration are quadrature mirror filter (QMF) banks and perfect reconstruction (PR) biorthogonal filter banks. The design problems for both types of banks are stated as constrained minimization problems in forms that enables us to minimize the maximum of the stopband energies of the analysis filter(s) subject to the given passband and transition band constraints of the filter(s) as well as subject to the given allowable reconstruction error for QMF banks or the PR property for biorthogonal filter banks. For solving the given optimization problems a modified Dutta-Vidyasagar (1977) optimization technique has been used. The efficiency of the proposed design methods is illustrated by means of some examples.
Keywords :
"Finite impulse response filter","Constraint optimization","Design optimization","Filter bank","Delay","Band pass filters","Mirrors","Image reconstruction","Biomedical signal processing","Passband"
Conference_Titel :
Image and Signal Processing and Analysis, 2000. IWISPA 2000. Proceedings of the First International Workshop on
Print_ISBN :
953-96769-2-4
DOI :
10.1109/ISPA.2000.914917