Non-adaptive methods of fetal ecg signal processing
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10238286" target="_blank" >RIV/61989100:27240/17:10238286 - isvavai.cz</a>
Result on the web
<a href="http://advances.vsb.cz/index.php/AEEE/article/view/2196" target="_blank" >http://advances.vsb.cz/index.php/AEEE/article/view/2196</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.15598/aeee.v15i3.2196" target="_blank" >10.15598/aeee.v15i3.2196</a>
Alternative languages
Result language
angličtina
Original language name
Non-adaptive methods of fetal ecg signal processing
Original language description
Abdominal fetal ElectroCardioGrams (fECGs) carry a wealth of information about the fetus including fetal Heart Rate (fHR) and signal morphology during different stages of pregnancy. Here we report our results on the implementation and evaluation of two non-adaptive signal processing methods suitable for fECG signal extraction, namely: the Independent Component Analysis (ICA) and the Principal Component Analysis (PCA) Methods. We used the fetal heart rate extracted from fECG signals (in Beats Per Minute - BPM) and Signal-to-Noise Ratio (SNR) as effective performance evaluation metrics for our applied methods. Our findings demonstrated that given adequate SNR, these methods produced excellent results in accurate determination of fHR. Furthermore, we found out that compared to the PCA Method, the ICA Method produces a lower variance in the detection of the fHR. © 2017 ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Advances in Electrical and Electronic Engineering
ISSN
1336-1376
e-ISSN
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Volume of the periodical
15
Issue of the periodical within the volume
3
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
15
Pages from-to
476-490
UT code for WoS article
000424330700012
EID of the result in the Scopus database
2-s2.0-85030541103