DocumentCode :
1159325
Title :
Real-time signal processing for fetal heart rate monitoring
Author :
Ibrahimy, Muhammad I. ; Ahmed, Firoz ; Ali, M. A Mohd ; Zahedi, Edmond
Author_Institution :
Univ. Kebangsaan Malaysia, Selangor Darul Ehsan, Malaysia
Volume :
50
Issue :
2
fYear :
2003
Firstpage :
258
Lastpage :
261
Abstract :
An algorithm based on digital filtering, adaptive thresholding, statistical properties in the time domain, and differencing of local maxima and minima has been developed for the simultaneous measurement of the fetal and maternal heart rates from the maternal abdominal electrocardiogram during pregnancy and labor for ambulatory monitoring. A microcontroller-based system has been used to implement the algorithm in real-time. A Doppler ultrasound fetal monitor was used for statistical comparison on five volunteers with low risk pregnancies, between 35 and 40 weeks of gestation. Results showed an average percent root mean square difference of 5.32% and linear correlation coefficient from 0.84 to 0.93. The fetal heart rate curves remained inside a ±5-beats-per-minute limit relative to the reference ultrasound method for 84.1% of the time.
Keywords :
Doppler measurement; biomedical ultrasonics; electrocardiography; medical control systems; medical signal processing; microcontrollers; obstetrics; patient monitoring; 35 to 40 wk; adaptive thresholding; average percent root mean square difference; digital filtering; gestation; labor; linear correlation coefficient; low risk pregnancies; maternal abdominal electrocardiogram; microcontroller-based system; pregnancy; real-time algorithm integration; reference ultrasound method; statistical comparison; statistical properties; volunteers; Adaptive filters; Adaptive signal processing; Digital filters; Fetal heart rate; Filtering algorithms; Heart rate measurement; Pregnancy; Signal processing; Signal processing algorithms; Ultrasonic imaging; Algorithms; Echocardiography; Electrocardiography, Ambulatory; Female; Fetal Monitoring; Gestational Age; Heart Rate; Heart Rate, Fetal; Humans; Models, Cardiovascular; Models, Statistical; Pregnancy; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2002.807642
Filename :
1185152
Link To Document :
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