DocumentCode :
3577968
Title :
Efficient Fetal Heart Rate extraction using Undecimated Wavelet Transform
Author :
Elmansouri, Khalifa ; Latif, Rachid ; Maoulainine, Fadl
Author_Institution :
Signals Syst. & Comput. Sci. Group (ESSI), Ibn Zohr Univ., Agadir, Morocco
fYear :
2014
Firstpage :
696
Lastpage :
701
Abstract :
Fetal Heart Rate (FHR) is a very important information to monitor fetal health state. It contains potentially precise informations that could assist clinicians to making more appropriate decisions. In this paper a novel method is presented to estimate the FHR of the fetus cardiac activity using the composite abdominal electrocardiogram (ECG) recording which contains both the mother´s signals and the Fetal ECG signal. The method is based on the translation-invariant property of the Undecimated Wavelet Transform (UWT); No accessory preprocessing step for noise filtering is required. Besides, the method is advantageous since it is based only on the analysis of one abdominal signal, in contrast to other proposed methods which need a large number of abdominal ECG recordings.
Keywords :
bioelectric potentials; electrocardiography; feature extraction; medical signal detection; medical signal processing; obstetrics; patient monitoring; wavelet transforms; FHR estimation; abdominal ECG recording; abdominal electrocardiogram recording; abdominal signal analysis; accessory preprocessing step; composite ECG recording; composite electrocardiogram recording; efficient FHR extraction; efficient fetal heart rate extraction; fetal ECG signal; fetal electrocardiogram signal; fetal health state monitoring; fetal heart rate estimation; fetus cardiac activity; mother signals; noise filtering; translation-invariant property; undecimated wavelet transform; FECG; FHR; Peak detection; UWT;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complex Systems (WCCS), 2014 Second World Conference on
Print_ISBN :
978-1-4799-4648-8
Type :
conf
DOI :
10.1109/ICoCS.2014.7060987
Filename :
7060987
Link To Document :
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