Header menu link for other important links
X
A novel technique for the extraction of fetal ECG using polynomial networks
, Al-Nashash H.
Published in IEEE
2005
PMID: 15977746
Volume: 52
   
Issue: 6
Pages: 1148 - 1152
Abstract
In this paper, we propose a novel technique for extracting fetal electrocardiogram (FECG) from a thoracic ECG recording and an abdominal ECG recording of a pregnant woman. The polynomial networks technique is used to nonlinearly map the thoracic ECG signal to the abdominal ECG signal. The FECG is then extracted by subtracting the mapped thoracic ECG from the abdominal ECG signal. Visual test results obtained from real ECG signals show that the proposed algorithm is capable of reliably extracting the FECG from two leads only. The visual quality of the FECG extracted by the proposed technique is found to meet or exceed that of published results using other techniques such as the independent component analysis. © 2005 IEEE.
About the journal
JournalData powered by TypesetIEEE Transactions on Biomedical Engineering
PublisherData powered by TypesetIEEE
ISSN00189294
Open AccessNo