University of Zurich and ETH Zurich, Institute for Biomedical Engineering, 8093 Zurich, Switzerland.
J Biomed Opt. 2011 Aug;16(8):087002. doi: 10.1117/1.3606560.
In studies with near-infrared spectroscopy, the recorded signals contain information on the temporal interbeat intervals of the heart. If this cardiac information is needed exclusively and could directly be extracted, an additional electrocardiography device would be unnecessary. The aim was to estimate these intervals from signals measured with near-infrared spectroscopy with two novel approaches. In one approach, we model the heartbeat oscillations in these signals with a Fourier series where the coefficients and the fundamental frequency can continuously change over time. The time-dependent model parameters are estimated and used to calculate the interbeat intervals. The second approach uses empirical mode decomposition. The signal measured with near-infrared spectroscopy is empirically decomposed into a set of oscillatory components. The sum of a specific subset of them is an estimate of the pure heartbeat signal in which the diastolic peaks and consequential interbeat intervals are detected. We show in simultaneous electrocardiography and near-infrared spectroscopy measurements on 11 subjects (8 men and 3 woman with mean age 32.8 ± 8.1 yr), that the interbeat intervals (and the consequential pulse rate variability measures), estimated using the proposed approaches, are in high agreement with their correspondents from electrocardiography.
在近红外光谱研究中,记录的信号包含有关心跳的时间间隔的信息。如果仅需要此心脏信息,并且可以直接提取,则不需要额外的心电图设备。目的是使用两种新方法从近红外光谱测量的信号中估算这些间隔。在一种方法中,我们使用傅里叶级数对这些信号中的心跳振荡进行建模,其中系数和基频可以随时间连续变化。估计时变模型参数,并使用这些参数来计算心跳间隔。第二种方法使用经验模态分解。使用近红外光谱测量的信号经验上分解为一组振荡分量。它们的特定子集的总和是纯心跳信号的估计值,其中检测到舒张峰和随后的心跳间隔。我们在 11 名受试者(8 名男性和 3 名女性,平均年龄 32.8±8.1 岁)的同时心电图和近红外光谱测量中表明,使用所提出的方法估算的心跳间隔(和随后的脉搏率变异性测量值)与心电图的对应值高度一致。