DocumentCode :
629525
Title :
Noise cancellation on mitral valve Doppler signal with IIR digital filter using harmony search algorithm
Author :
Kamislioglu, Bircan ; Kockanat, Serdar ; Koza, Turker ; Karaboga, Nurhan
Author_Institution :
Eng. Fac., Erciyes Univ., Kayseri, Turkey
fYear :
2013
fDate :
19-21 June 2013
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, a filter design approach which uses the harmony search algorithm for additive white Gaussian noise cancellation through an infinite impulse response digital filter, is described. In the digital filter design, a mitral valve Doppler signal and a 4th degree infinite impulse response digital filter were used. In order to improve the design, additive white Gaussian noise was added to the mitral valve Doppler signal at different values of signal to noise ratio which were selected as -4dB, +4dB, -2dB and +2dB. As a result, four different infinite impulse response digital filters were designed at different noise levels using the harmony search algorithm and their performances were compared with each other.
Keywords :
AWGN; IIR filters; 4th degree infinite impulse response digital filter; IIR digital filter; additive white Gaussian noise cancellation; harmony search algorithm; infinite impulse response digital filter design; mitral valve Doppler signal; noise cancellation; signal to noise ratio; Filtering algorithms; MATLAB; Signal to noise ratio; Tin; IIR filter; gaussian noise; harmony search; noise cancellation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2013 IEEE International Symposium on
Conference_Location :
Albena
Print_ISBN :
978-1-4799-0659-8
Type :
conf
DOI :
10.1109/INISTA.2013.6577620
Filename :
6577620
Link To Document :
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