Title :
Wavelet decomposition of cardiovascular signals for baroreceptor function tests in pigs
Author :
Wiklund, Urban ; Akay, Metin ; Morrison, Stuart ; Niklasson, Urban
Author_Institution :
Dept. of Clinical Physiol., Univ. Hosp., Umea, Sweden
fDate :
7/1/2002 12:00:00 AM
Abstract :
In this paper, the discrete wavelet transform (DWT) was applied to analyze the fluctuations in RR interval and systolic arterial pressure (SAP) recorded from eight a-chloralose anesthetized pigs. Our aim was to characterize the autonomic modulation before and after cardiac autonomic blockade and during baroreflex function tests. The instantaneous power of decomposed low-frequency (LF) and high-frequency (HF) components was used for a time-variant spectral analysis. Our results suggested that transient events and changes in autonomic modulation were detected with high temporal resolution. A nonlinear relationship between RR interval and SAP during pharmacologically induced changes in blood pressure was found, when the superimposed effect of respiratory sinus arrhythmia was removed. In addition, the baroslopes were nearly linear when both the LF and HF components were removed using DWT decomposition.
Keywords :
blood pressure measurement; discrete wavelet transforms; electrocardiography; mechanoception; medical signal processing; spectral analysis; HF components; LF components; baroreceptor function tests; baroslopes; cardiovascular signals; heart rate variability; high temporal resolution; nonlinear relationship; pharmacologically induced changes; pigs; respiratory sinus arrhythmia; wavelet decomposition; Baroreflex; Blood pressure; Cardiology; Discrete wavelet transforms; Event detection; Fluctuations; Hafnium; Spectral analysis; Testing; Wavelet analysis; Algorithms; Anesthesia, General; Animals; Autonomic Nervous System; Baroreflex; Blood Pressure; Chloralose; Electrocardiography; Female; Heart Rate; Models, Cardiovascular; Nitroprusside; Nonlinear Dynamics; Phenylephrine; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Swine;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2002.1010848