DocumentCode :
2555505
Title :
Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm
Author :
Ghosh, A. ; Giri, Ritwik ; Chowdhury, Aritra ; Das, S. ; Abraham, Ajith
Author_Institution :
Dept. of Electron. & Telecommun. Eng., Jadavpur Univ., Kolkata, India
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
634
Lastpage :
641
Abstract :
In this article, a modification of Differential Evolution (DE), Fitness-Adaptive Differential Evolution (FiADE) is used to design the quadrature mirror filter (QMF) banks with linear phase in frequency domain. The three main attributes used in assessing the performance of filter are reconstruction error, mean square error in pass band and mean square error in stop band. The proposed method produces better result than the result obtained by Particle Swarm Optimization (PSO). As compared to the existing methods this method is very simple to implement for the QMF bank optimization. To implement the proposed DE algorithm, a MATLAB program is developed and three examples have been presented to illustrate the performance of the proposed method.
Keywords :
band-stop filters; channel bank filters; evolutionary computation; frequency-domain analysis; mean square error methods; particle swarm optimisation; quadrature mirror filters; signal reconstruction; DE algorithm; MATLAB program; QMF bank optimization; fitness-adaptive differential evolution algorithm; frequency domain; linear phase; mean square error; particle swarm optimization; pass band filter; reconstruction error; stop band filter; two-channel quadrature mirror bank filter design; MATLAB; Signal processing; differential evolution; genetic algorithms; quadrature mirror filters; subband coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nature and Biologically Inspired Computing (NaBIC), 2010 Second World Congress on
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4244-7377-9
Type :
conf
DOI :
10.1109/NABIC.2010.5716364
Filename :
5716364
Link To Document :
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