Title :
A new approach used to extract fluctuations in vagal activity-Wigner distribution of heart rate variability
Author :
Tang, X. ; Dworkin, B. ; Dworkin, S. ; Reisman, S.
Author_Institution :
New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
The Wigner Distribution of Heart Date Variability (HRV), is introduced to extract the fluctuations of rats´ vagal activity. Traditional spectral analysis, using FFT or auto-regressive models, of beat-to-beat heart rate variability, is not well suited for tracking transient changes of autonomic function over time. In this study, the Wigner distribution of the HRV was used to derive instantaneous vagal activity by extracting the high frequency component (0.8 Hz to 23 Hz) in the HRV signal for each instant of time (512 msec). To test the effectiveness of the algorithm the derived vagal signal was compared with the real vagal signal recorded from the right cut cervical vagus. The results showed significant agreement
Keywords :
Wigner distribution; bioelectric potentials; neurophysiology; spectral analysis; time-frequency analysis; 0.8 to 2.3 Hz; 512 ms; FFT; algorithm effectiveness; autoregressive models; beat-to-beat heart rate variability; derived vagal signal; heart rate variability Wigner distribution; rats; real vagal signal; right cut cervical vagus; traditional spectral analysis; vagal activity fluctuations extraction; Biomedical monitoring; Blood pressure; Educational institutions; Fluctuations; Frequency; Heart rate; Heart rate variability; Rats; Spectral analysis; Transient analysis;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.802326