Robust estimation of fetal heart rate variability using doppler ultrasound

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Publication Type Journal Article
School or College College of Engineering
Department Electrical & Computer Engineering
Creator Mathews, V. John; Varner, Michael W.; Clark, Edward B.
Other Author Fernando, Kumari L.
Title Robust estimation of fetal heart rate variability using doppler ultrasound
Date 2003
Description Abstract-This paper presents a new measure of heart rate variability (HRV) that can be estimated using Doppler ultrasound techniques and is robust to variations in the angle of incidence of the ultrasound beam and the measurement noise. 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 mean-square error of the frequency estimates is independent of the noise level in the signal. Since varying angles of incidence effectively changes the input SNR, this measure of HRV is robust to the input noise as well as the angle of incidence. This paper includes the results of analyzing synthetic and real Doppler ultrasound data that demonstrates the usefulness of the new measure in HRV analysis.
Type Text
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Volume 50
Issue 8
First Page 950
Last Page 957
Language eng
Bibliographic Citation Fernando, K. L., Mathews, V. J., Varner, M. W., & Clark, E. B. (2003). Robust estimation of fetal heart rate variability using doppler ultrasound. IEEE Transactions on Biomedical Engineering, 50(8), 950-7. August.
Rights Management (c) 2003 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Format Medium application/pdf
Format Extent 428,611 bytes
Identifier ir-main,15099
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ID 706897
Reference URL https://collections.lib.utah.edu/ark:/87278/s6mk6xh4
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