Title :
Aort valve Doppler signal noise elimination using IIR filter designed with ABC algorithm
Author :
Koza, Turker ; Karaboga, Nurhan ; Kockanat, Serdar
Author_Institution :
Electron. Dept., Bozok Univ., Yozgat, Turkey
Abstract :
The heart valves are most important parts of the heart. The biomedical signals such as aortic valve Doppler signals are sensitive to noise and interference. In this paper, aortic valve Doppler noise is eliminated with an infinite impulse response (IIR) filter. Filter coefficients were determined with sampled aortic signal using a swarm intelligence algorithm, artificial bee colony, and the designed filters eliminate noise on aortic cycle signal. 2nd and 4th degree infinite impulse response filters were designed with artificial bee colony algorithm.
Keywords :
IIR filters; cardiology; medical signal processing; optimisation; ABC algorithm; IIR filter; aortic cycle signal; aortic valve Doppler noise; aortic valve Doppler signals; aortic valve doppler signal noise elimination; artificial bee colony algorithm; biomedical signals; heart valves; infinite impulse response filter; swarm intelligence algorithm; Algorithm design and analysis; Doppler effect; Filtering algorithms; IIR filters; Noise; Signal processing algorithms; Valves; Aort valve; IIR filter; artifical bee colony algorithm; noise elimination;
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Conference_Location :
Trabzon
Print_ISBN :
978-1-4673-1446-6
DOI :
10.1109/INISTA.2012.6247038