Title :
Time-frequency analysis of HRV data from locally anesthetized patients
Author :
Shafqat, K. ; Pal, S.K. ; Kumari, S. ; Kyriacou, P.A.
Author_Institution :
Eng. & Math. Sci. (SEMS), City Univ., London, UK
Abstract :
Spectral analysis of Heart Rate Variability (HRV) can be used for the assessment of cardiovascular autonomic control. In this study Smoothed-Pseudo Wigner-Ville Distribution (SPWVD) has been used to evaluate the effect of local anesthesia on HRV parameters in a group of fourteen patients undergoing brachial plexus block (local anesthesia) using the transarterial technique. Instead of using the fixed boundaries of the LF (0.04-0.15 Hz) and the HF (0.15-0.4 Hz) components, the center frequency and the standard deviation spectral extension was used to estimate the boundaries related to the two components of the HRV signal. The boundaries related to the HF component of the signal were estimated using the cross-spectrum between the HRV signal and the respiration signal. The LF component boundaries were estimated directly from the time-frequency representation of the HRV signal. The statistical analysis showed that the LF/HF amplitude ratio decreased within an hour of the application of the brachial plexus block compared to the values at the start of the procedure. These changes were observed in eleven of the fourteen patients included in this study.
Keywords :
Wigner distribution; biocontrol; blood vessels; cardiovascular system; electrocardiography; pneumodynamics; spectral analysis; statistical analysis; time-frequency analysis; ECG signal; HRV parameters; brachial plexus block; cardiovascular autonomic control assessment; electrocardiograph; frequency 0.04 Hz to 0.15 Hz; frequency 0.15 Hz to 0.4 Hz; heart rate variability; respiration signal; signal estimation; smoothed-pseudo Wigner-Ville distribution; spectral analysis; statistical analysis; time-frequency analysis; transarterial technique; Adult; Aged; Anesthetics, Local; Body Height; Body Weight; Bupivacaine; Electrocardiography; Female; Heart Rate; Humans; Lidocaine; Male; Middle Aged; Normal Distribution; Observer Variation; Surgical Procedures, Elective;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5332604