Title :
Analysis of Heart Rate Variability Using Time-Varying Frequency Bands Based on Respiratory Frequency
Author :
Bailon, R. ; Laguna, P. ; Mainardi, L. ; Sornmo, L.
Author_Institution :
Univ. of Zaragoza, Zaragoza
Abstract :
In this paper a methodological approach for the analysis of nonstationary heart rate variability (HRV) signals using time-varying frequency bands based on respiratory frequency is presented. Spectral analysis of HRV is accomplished by means of the Smoothed Pseudo Wigner Ville distribution. Different approaches to the definition of the low frequency (LF) and high frequency (HF) bands are considered which involve respiratory information, derived either from a respiratory signal or from the ECG itself. Results are presented which derive from recordings acquired during stress testing and induced emotion experiments.
Keywords :
electrocardiography; medical signal processing; pneumodynamics; statistical distributions; ECG; HRV spectral analysis; heart rate variability analysis; induced emotion experiments; nonstationary HRV analysis; respiratory frequency; smoothed pseudo-Wigner-Ville distribution; stress testing; time varying frequency bands; Frequency conversion; Frequency estimation; Frequency measurement; Heart rate; Heart rate variability; Nonlinear filters; Signal analysis; Spectral analysis; Stress; Testing; Electrocardiography; Exercise Test; Heart Rate; Humans; Respiration; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353891