A wavelet-based heart rate variability analysis for the study of nonsustained ventricular tachycardia

被引:35
作者
Chen, SW [1 ]
机构
[1] Chang Gung Univ, Dept Elect Engn, Tao Yuan 333, Taiwan
关键词
autonomic nervous system; heart rate variability; nonsustained ventricular tachycardia; wavelets;
D O I
10.1109/TBME.2002.1010859
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
It has been reported that the sympathovagal balance (SB) can be quantified by heart rate (HR) via the low-frequency (LF) to high-frequency (HF) spectral power ratio LF/HF, In this paper, an investigation of the relationship between the autonomic nervous system (ANS) and non-sustained ventricular tachycardia (NSVT) is presented. A wavelet transform (WT)-based approach for short-time heart rate variability (HRV) assessments is proposed for this aspect of analysis. The study was conducted on an RR-interval database consisting of 87 NSVT, 61 ischemic and five normal episodes. First, instantaneous SB estimates were generated by the proposed method. Then, waveforms of the WT-based SB evolutions were quantitatively examined. Numerical results showed that while a majority of SB waveforms (about 71 %) derived from the non-NSVT population (i.e., ischemic and normal) appeared to come near oscillating with certain fixed levels, approximate 75 % of SB evolutions underwent significantly rapid increases prior to the onset of NSVT, suggesting that an abrupt sympathovagal imbalance might partly account for the occurrence of NSVT.
引用
收藏
页码:736 / 742
页数:7
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