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基于希尔伯特-黄变换的心率变异性频谱分析的频率范围扩展。

Frequency range extension of spectral analysis of pulse rate variability based on Hilbert-Huang transform.

机构信息

Institute of Computer Science and Engineering, National Chiao Tung University, Hsinchu, Taiwan, ROC.

出版信息

Med Biol Eng Comput. 2014 Apr;52(4):343-51. doi: 10.1007/s11517-013-1135-5. Epub 2014 Jan 17.

DOI:10.1007/s11517-013-1135-5
PMID:24435320
Abstract

Heart rate variability (HRV) is a well-accepted indicator for neural regulatory mechanisms in cardiovascular circulation. Its spectrum analysis provides the powerful means of observing the modulation between sympathetic and parasympathetic nervous system. The timescale of HRV is limited by discrete beat-to-beat time intervals; therefore, the exploration region of frequency band of HRV spectrum is relatively narrow. It had been proved that pulse rate variability (PRV) is a surrogate measurement of HRV in most of the circumstances. Moreover, arterial pulse wave contains small oscillations resulting from complex regulation of cardiac pumping function and vascular tone at higher frequency range. This study proposed a novel instantaneous PRV (iPRV) measurement based on Hilbert-Huang transform. Fifteen healthy subjects participated in this study and received continuous blood pressure wave recording in supine and passive head-up tilt. The result showed that the very-high-frequency band (0.4-0.9 Hz) varied during head-up tilt and had strong correlation (r = 0.77) with high-frequency band and medium correlation (r = 0.643) with baroreflex sensitivity. The very-high-frequency band of iPRV helps for the exploration of non-stationary autoregulation and provides the non-stationary spectral evaluation of HRV without distortion or information loss.

摘要

心率变异性(HRV)是心血管循环中神经调节机制的一个公认指标。其频谱分析为观察交感和副交感神经系统之间的调制提供了有力的手段。HRV 的时间尺度受到离散的心跳间隔的限制;因此,HRV 频谱的频带探索区域相对较窄。已经证明,在大多数情况下,脉搏率变异性(PRV)是 HRV 的替代测量。此外,动脉脉搏波在较高的频率范围内包含由于心脏泵功能和血管张力的复杂调节而产生的小振荡。本研究提出了一种基于希尔伯特-黄变换的新的瞬时 PRV(iPRV)测量方法。15 名健康受试者参与了这项研究,并在仰卧和被动头高位倾斜时接受了连续血压波记录。结果表明,头高位倾斜时高频带(0.4-0.9 Hz)发生变化,与高频带相关性强(r=0.77),与压力反射敏感性中度相关(r=0.643)。iPRV 的极高频带有助于探索非平稳自动调节,并提供 HRV 的非平稳谱评估,而不会产生失真或信息丢失。

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