Title :
Dynamic Analysis of Heart Rate Variability Based on Orthogonal Wavelet Transform
Author :
Lu, Shan ; Yang, Hao ; Ye, Wenyu ; Xiao, Dongping ; Wu, Xiaoyu
Author_Institution :
Mindray Bio-Med. Electron. Co. Ltd., Shenzen
Abstract :
The analysis of heart rate variability (HRV) has become a tool for noninvasively detecting the cardiovascular modulation of autonomic nervous system (ANS). Traditional analysis in frequency-domain mainly includes calculating the power and the peak frequency of each physiological frequency component. Whether employing the non-parametric or parametric method to estimate the power spectrum density (PSD), the approximate stationarity of HRV is presupposed. However, only in short-term analysis can data meet this condition. With the increase of the record time, the nonstationarity of HRV notably appears. A dynamic analysis method based on orthogonal wavelet transform was proposed in this paper, which not only can obtain the traditional indices in frequency-domain, but can compute their dynamic values varying with time, called short-time power and short-time LF/HF ratio. The latter can evaluate the activity of autonomic nervous system. Finally the method was applied to trace the balance of ANS in Atropin drug experiment
Keywords :
cardiovascular system; electrocardiography; frequency-domain analysis; medical signal processing; neurophysiology; wavelet transforms; Atropin drug; autonomic nervous system; cardiovascular modulation; frequency-domain analysis; heart rate variability; orthogonal wavelet transform; power spectrum density; Autonomic nervous system; Cardiology; Data analysis; Drugs; Frequency domain analysis; Hafnium; Heart rate detection; Heart rate variability; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615741