Title :
Analysis of high frequency fetal heart rate variability using empirical mode decomposition
Author :
Ortiz, M.R. ; Bojorges, E.R. ; Aguilar, S.D. ; Echeverría, J. ; González-Camarena, R. ; Carrasco, S. ; Gaitán, M.J. ; Martínez, A.
Author_Institution :
Electr. Eng. Dept., Univ. Autonoma Metropolitana, Mexico City
Abstract :
We used empirical mode decomposition (EMD) to assess the high frequency information of fetal HRV during different conditions of fetal activity. Beat-to-beat data of thirteen normal fetuses at term (36 to 40 gestation weeks) were obtained from abdominal ECG signals. In addition, corporal and breathing fetal movements were simultaneously observed using ultrasound B mode images. High frequency components of fetal HRV data were obtained by applying the EMD and by reconstructing the signals from components having frequencies higher than 0.3 Hz, according to the lowest frequency of fetal breathing movements observed in our data. Our results show significant differences in the power of high frequency components for episodes only with breathing movements vs no movements and vs. episodes having corporal movements (p<0.05). In conclusion, EMD seems to be a useful tool to analyze the effect of the FBM on non-stationary fetal HR time series
Keywords :
biomechanics; biomedical ultrasonics; electrocardiography; medical signal processing; obstetrics; pneumodynamics; signal reconstruction; time series; abdominal ECG signals; beat-to-beat data; corporal fetal movements; empirical mode decomposition; fetal breathing movement; high-frequency fetal heart rate variability; signal reconstruction; time series; ultrasound B mode images; Abdomen; Acceleration; Electrocardiography; Fetal heart rate; Frequency; Heart rate variability; Image reconstruction; Signal analysis; Time series analysis; Ultrasonic imaging;
Conference_Titel :
Computers in Cardiology, 2005
Conference_Location :
Lyon
Print_ISBN :
0-7803-9337-6
DOI :
10.1109/CIC.2005.1588192