DocumentCode
3489344
Title
Robust estimation of fetal heart rate variability using Doppler ultrasound
Author
Fernando, Kumari L. ; Mathews, V. John ; Varner, Michael W. ; Clark, Edward B.
Author_Institution
Dept. of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT, USA
Volume
2
fYear
2003
fDate
6-10 April 2003
Abstract
Heart rate variability (HRV) provides important information about the development of the cardiovascular system in fetuses. The paper presents a new measure of fetal HRV that can be estimated using Doppler ultrasound techniques. This measure employs the multiple signal characterization (MUSIC) algorithm which is a high-resolution method for estimating the frequencies of sinusoidal signals embedded in white noise from short-duration measurements. We show that the product of the square-root of the estimated signal-to-noise ratio (SNR) and the variance of the frequency estimates is independent of the noise level in the signal. Since variations in the angle of incidence of the Doppler ultrasound beam effectively changes the input SNR, this measure of HRV is robust to the input noise as well as the angle of incidence. Presented analysis results validate the robustness properties and the usefulness of the HRV measure.
Keywords
Doppler effect; cardiovascular system; echocardiography; frequency estimation; medical signal processing; obstetrics; signal classification; Doppler ultrasound; MUSIC; SNR; cardiovascular system; fetal heart rate variability estimation; incidence angle variations; multiple signal characterization; multiple signal classification; signal-to-noise ratio; sinusoidal signal frequency estimation; white noise; Cardiovascular system; Fetal heart rate; Frequency estimation; Frequency measurement; Heart rate variability; Noise measurement; Noise robustness; Signal to noise ratio; Ultrasonic imaging; Ultrasonic variables measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1202343
Filename
1202343
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