Enhancement of twins fetal ECG signal extraction based on hybrid blind extraction techniques
Joint Authors
Abd Allah, Ahmad Karim
Hamad, Hadi Adab
al-Zubaydi, Nasir Ali Hassun
Source
Journal of University of Babylon for Engineering Sciences
Issue
Vol. 25, Issue 4 (31 Aug. 2017), pp.1127-1133, 7 p.
Publisher
Publication Date
2017-08-31
Country of Publication
Iraq
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
ECG machines are noninvasive system used to measure the heartbeat signal.
It’s very important to monitor the fetus ECG signals during pregnancy to check the heat activity and to detect any problem early before born, therefore the monitoring of ECG signals have clinical significance and importance.
For multi-fetal pregnancy case the classical filtering algorithms are not sufficient to separate the ECG signals between mother and fetal.
In this paper the mixture consists of mixing from three ECG signals, the first signal is the mother ECG (M-ECG) signal, second signal the Fetal-1 ECG (F1-ECG), and third signal is the Fetal-2 ECG (F2-ECG), these signals are extracted based on modified blind source extraction (BSE) techniques.
The proposed work based on hybridization between two BSE techniques to ensure that the extracted signals separated well.
The results demonstrate that the proposed work very efficiently to extract the useful ECG signals.
American Psychological Association (APA)
Abd Allah, Ahmad Karim& Hamad, Hadi Adab& al-Zubaydi, Nasir Ali Hassun. 2017. Enhancement of twins fetal ECG signal extraction based on hybrid blind extraction techniques. Journal of University of Babylon for Engineering Sciences،Vol. 25, no. 4, pp.1127-1133.
https://search.emarefa.net/detail/BIM-923477
Modern Language Association (MLA)
Abd Allah, Ahmad Karim…[et al.]. Enhancement of twins fetal ECG signal extraction based on hybrid blind extraction techniques. Journal of University of Babylon for Engineering Sciences Vol. 25, no. 4 (2017), pp.1127-1133.
https://search.emarefa.net/detail/BIM-923477
American Medical Association (AMA)
Abd Allah, Ahmad Karim& Hamad, Hadi Adab& al-Zubaydi, Nasir Ali Hassun. Enhancement of twins fetal ECG signal extraction based on hybrid blind extraction techniques. Journal of University of Babylon for Engineering Sciences. 2017. Vol. 25, no. 4, pp.1127-1133.
https://search.emarefa.net/detail/BIM-923477
Data Type
Journal Articles
Language
English
Notes
Text in English ; abstracts in English and Arabic.
Record ID
BIM-923477