DocumentCode :
3647689
Title :
IIR filter design using incremental artificial bee colony with powell´s CDS
Author :
Burhanettin Durmuş;Serdar Özyön;Doğan Aydin;Gültekin Kuvat
Author_Institution :
Electrical and Electronics Engineering Department, Dumlupı
fYear :
2012
fDate :
7/1/2012 12:00:00 AM
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes incremental artificial bee colony with local search (IABCLS) to digital infinite impulse response (IIR) filter design for parameter identification. Unknown filter parameters are considered as a vector to be optimized. The basic version of ABC and three variants of ABC algorithms are also applied to filter design for comparison. The computational experiments show that the proposed method is more accurate to estimate the filter parameters than other methods, and reduces the mean squared errors. IABCLS can be efficiently used to digital IIR filter design.
Keywords :
"IIR filters","Digital filters","Filtering algorithms","Algorithm design and analysis","Optimization","Signal processing algorithms","Particle swarm optimization"
Publisher :
ieee
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Print_ISBN :
978-1-4673-1446-6
Type :
conf
DOI :
10.1109/INISTA.2012.6247028
Filename :
6247028
Link To Document :
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