Literature DB >> 12892322

Robust estimation of fetal heart rate variability using Doppler ultrasound.

Kumari L Fernando1, V John Mathews, Michael W Varner, Edward B Clark.   

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.

Mesh:

Year:  2003        PMID: 12892322     DOI: 10.1109/TBME.2003.814528

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  2 in total

1.  Unsupervised hidden semi-Markov model for automatic beat onset detection in 1D Doppler ultrasound.

Authors:  Nasim Katebi; Faezeh Marzbanrad; Lisa Stroux; Camilo E Valderrama; Gari D Clifford
Journal:  Physiol Meas       Date:  2020-09-18       Impact factor: 2.688

2.  Fetal Heart Rate Monitoring Implemented by Dynamic Adaptation of Transmission Power of a Flexible Ultrasound Transducer Array.

Authors:  Paul Hamelmann; Massimo Mischi; Alexander F Kolen; Judith O E H van Laar; Rik Vullings; Jan W M Bergmans
Journal:  Sensors (Basel)       Date:  2019-03-08       Impact factor: 3.576

  2 in total

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