Title :
Design of quadrature mirror filter banks with canonical signed digit coefficients using genetic algorithm
Author :
Uppalapati, Haritha ; Rastgar, Houman ; Ahmadi, Majid ; Sid-Ahmed, Maher A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Windsor Univ., Ont., Canada
Abstract :
In this paper, a genetic algorithm (GA) is used to design quadrature mirror filter (QMF) banks. A unique genetic algorithm (GA) is developed to optimize filter bank coefficients such that the corresponding system response matches that of an ideal system with an additional constraint that all coefficients are in canonical signed digit (CSD) format. A special restoration technique is used to restore the CSD format of the coefficients after crossover and mutation operators in the GA. The proposed restoration technique maintains the specified wordlength and the maximum number of nonzero digits in the filter bank coefficients.
Keywords :
FIR filters; channel bank filters; genetic algorithms; high-pass filters; low-pass filters; quadrature mirror filters; CSD format restoration technique; GA crossover operators; GA mutation operators; QMF FIR filter-banks; canonical signed digit coefficients; filter bank coefficient optimization; genetic algorithm; highpass filter; lowpass filter; nonzero digits maximum number constraint; quadrature mirror filter banks; specified wordlength maintenance; Algorithm design and analysis; Channel bank filters; Filter bank; Finite impulse response filter; Frequency domain analysis; Genetic algorithms; IIR filters; Image reconstruction; Mirrors; Signal processing;
Conference_Titel :
Communications, Circuits and Systems, 2005. Proceedings. 2005 International Conference on
Print_ISBN :
0-7803-9015-6
DOI :
10.1109/ICCCAS.2005.1495205