DocumentCode
2298398
Title
SVD-based methodologies for fetal electrocardiogram extraction
Author
De Lathauwer, L. ; De Moor, B. ; Vandewalle, J.
Author_Institution
ESAT, Katholieke Univ., Leuven, Heverlee, Belgium
Volume
6
fYear
2000
fDate
2000
Firstpage
3771
Abstract
This paper deals with the extraction of the antepartum foetal electrocardiogram (ECG) from multilead cutaneous potential recordings, and the modelling of the transfer to the electrodes. We give an overview of a class of algebraic approaches, based on variants of the singular value decomposition (SVD): the concept, pros and cons of techniques relying on the ordinary SVD, quotient SVD and multilinear SVD are discussed
Keywords
computational complexity; electrocardiography; feature extraction; medical signal processing; obstetrics; singular value decomposition; ECG; SVD-based methodologies; algebraic approaches; computational complexity; electrodes; fetal electrocardiogram extraction; multilead cutaneous potential recordings; multilinear SVD; ordinary SVD; quotient SVD; singular value decomposition; Additive noise; Bioelectric phenomena; Ear; Electric potential; Electrocardiography; Electrodes; Fetal heart; Muscles; Skin; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.860223
Filename
860223
Link To Document