DocumentCode
1331791
Title
Fetal electrocardiogram extraction by blind source subspace separation
Author
De Lathauwer, Lieven ; De Moor, Bart ; Vandewalle, Joos
Author_Institution
ESAT, Katholieke Univ., Leuven, Heverlee, Belgium
Volume
47
Issue
5
fYear
2000
fDate
5/1/2000 12:00:00 AM
Firstpage
567
Lastpage
572
Abstract
We propose the emerging technique of independent component analysis, also known as blind source separation, as an interesting tool for the extraction of the antepartum fetal electrocardiogram from multilead cutaneous potential recordings. The technique is illustrated by means of a real-life example.
Keywords
electrocardiography; feature extraction; medical signal processing; paediatrics; signal reconstruction; statistical analysis; antepartum fetal electrocardiogram; blind source subspace separation; fetal electrocardiogram extraction; independent component analysis; multilead cutaneous potential recordings; real-life example; Bioelectric phenomena; Blind source separation; Fetal heart; Fetal heart rate; Independent component analysis; Mathematical model; Noise generators; Singular value decomposition; Skin; Source separation; Algorithms; Electrocardiography; Female; Fetal Monitoring; Heart Rate, Fetal; Humans; Linear Models; Mathematics; Pregnancy; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.841326
Filename
841326
Link To Document