DocumentCode
1998463
Title
An algorithm for fetal heart rate detection using wavelet transform
Author
Nagarkoti, Shashi Kala ; Singh, Balraj ; Kumar, Manoj
Author_Institution
Dept. of Electr. & Electron. Eng., G.B. Pant Eng. Coll., Pauri, India
fYear
2012
fDate
15-17 March 2012
Firstpage
838
Lastpage
840
Abstract
This research work proposes an algorithm to extract fetal heart rate from an ECG measured of the mother´s abdomen. The abdominal ECG is a composite signal because it contains both the mother´s and the fetus´ ECG signals, but the chest ECG is supposed to have only maternal (MECG) component. Since past, lots of research work have been perform in this field. Some of these are threshold and filtering method, neural network method and others. The algorithm consists of two steps: first, ECG of fetus is extracted from the original signal using wavelet transform then the fetal R peaks are located using threshold free detection method that involves RR moving interval, calculated on the basis of normal maximum and minimum heart rate. This algorithm is implemented using MATLAB. The method is validated using 20 recorded data. The average sensitivity and average positive predictivity of the detection method are 97.88% and 97.06% respectively.
Keywords
electrocardiography; feature extraction; medical signal detection; wavelet transforms; Matlab; RR moving interval; abdominal ECG; chest ECG; electrocardiography; fetal heart rate detection; fetal heart rate extraction; fetus ECG; positive predictivity; sensitivity; threshold free detection method; wavelet transform; Band pass filters; Electrocardiography; Fetal heart rate; Finite impulse response filter; Low pass filters; Wavelet transforms; RR moving interval; Wavelet transform; fetal ECG;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
Conference_Location
Dhanbad
Print_ISBN
978-1-4577-0694-3
Type
conf
DOI
10.1109/RAIT.2012.6194533
Filename
6194533
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