A study of fetal ECG separation from small channel abdominal ECGs using ICA

J. Lee; S. P. Cho; K. L. Park; K. J. Lee

doi:10.1109/IECON.2004.1432328

A study of fetal ECG separation from small channel abdominal ECGs using ICA

J. Lee, S. P. Cho, K. L. Park, K. J. Lee

Research output: Contribution to conference › Paper › peer-review

1 Scopus citations

Abstract

Algorithm to extract fetal ECGs with a few channel data gathered from the wearable fetal ECG module was proposed. By adding fake noise signals to two-channel abdominal ECGs which eliminated noise using wavelet transform, ICA was applied. As a result, maternal ECGs were gained that excluded fetal ECGs. Along with the signals, the application of adaptive filter extracted fetal ECGs from ECGs signals that fetal and maternal ECGs existed together.

Original language	English (US)
Pages	3216-3218
Number of pages	3
DOIs	https://doi.org/10.1109/IECON.2004.1432328
State	Published - 2004
Externally published	Yes
Event	IECON 2004 - 30th Annual Conference of IEEE Industrial Electronics Society - Busan, Korea, Republic of Duration: Nov 2 2004 → Nov 6 2004

Conference

Conference	IECON 2004 - 30th Annual Conference of IEEE Industrial Electronics Society
Country/Territory	Korea, Republic of
City	Busan
Period	11/2/04 → 11/6/04

ASJC Scopus subject areas

Control and Systems Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/IECON.2004.1432328

Cite this

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title = "A study of fetal ECG separation from small channel abdominal ECGs using ICA",

abstract = "Algorithm to extract fetal ECGs with a few channel data gathered from the wearable fetal ECG module was proposed. By adding fake noise signals to two-channel abdominal ECGs which eliminated noise using wavelet transform, ICA was applied. As a result, maternal ECGs were gained that excluded fetal ECGs. Along with the signals, the application of adaptive filter extracted fetal ECGs from ECGs signals that fetal and maternal ECGs existed together.",

author = "J. Lee and Cho, {S. P.} and Park, {K. L.} and Lee, {K. J.}",

year = "2004",

doi = "10.1109/IECON.2004.1432328",

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N2 - Algorithm to extract fetal ECGs with a few channel data gathered from the wearable fetal ECG module was proposed. By adding fake noise signals to two-channel abdominal ECGs which eliminated noise using wavelet transform, ICA was applied. As a result, maternal ECGs were gained that excluded fetal ECGs. Along with the signals, the application of adaptive filter extracted fetal ECGs from ECGs signals that fetal and maternal ECGs existed together.

AB - Algorithm to extract fetal ECGs with a few channel data gathered from the wearable fetal ECG module was proposed. By adding fake noise signals to two-channel abdominal ECGs which eliminated noise using wavelet transform, ICA was applied. As a result, maternal ECGs were gained that excluded fetal ECGs. Along with the signals, the application of adaptive filter extracted fetal ECGs from ECGs signals that fetal and maternal ECGs existed together.

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A study of fetal ECG separation from small channel abdominal ECGs using ICA

Abstract

Conference

ASJC Scopus subject areas

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