Empirical mode decomposition (EMD) analysis of HRV data from locally anesthetized patients.
Spectral analysis of Heart Rate Variability (HRV) is used for the assessment of cardiovascular autonomic control. In this study data driven adaptive technique Empirical Mode Decomposition (EMD) and the associated Hilbert spectrum 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 transarterial technique. The confidence limit for the stopping criteria was establish and the S value that gave the smallest squared deviation from the mean was considered optimal. The normalized amplitude Hilbert spectrum was used to calculate the error index associated with the instantaneous frequency. The amplitude and the frequency values were corrected in the region where the error was higher than twice the standard deviation. The Intrinsic Mode Function (IMF) components were assigned to the Low Frequency (LF) and the High Frequency (HF) part of the signal by making use of the center frequency and the standard deviation spectral extension estimated from the marginal spectrum of the IMF components. The analysis procedure was validated with the help of a simulated signal which consisted of two components in the LF and the HF region of the HRV signal with varying amplitude and frequency. The optimal range of the stopping criterion was found to be between 4 and 9 for the HRV data. 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 thirteen of the fourteen patients included in this study.
Shafqat
K
K
Engineering and Mathematical Sciences (SEMS), City University, London, UK. k.shafqat@city.ac.uk
Pal
S K
SK
Kumari
S
S
Kyriacou
P A
PA
D000328:Adult; D000368:Aged; D000465:Algorithms; D000772:Anesthesia, Local / Q000379:methods*; D000779:Anesthetics, Local / Q000494:pharmacology*; D001698:Biomedical Engineering / Q000379:methods; D001917:Brachial Plexus / Q000473:pathology; D002986:Clinical Trials as Topic; D003198:Computer Simulation; D004562:Electrocardiography / Q000379:methods; D005260:Female; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D008297:Male; D008875:Middle Aged; D015233:Models, Statistical; D012815:Signal Processing, Computer-Assisted
D000779:Anesthetics, Local