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首页> 外文期刊>Physics in medicine and biology. >Nonlinear cardio-respiratory interactions revealed by time-phase bispectral analysis.
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Nonlinear cardio-respiratory interactions revealed by time-phase bispectral analysis.

机译:时相双谱分析揭示了非线性心肺相互作用。

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Bispectral analysis based on high order statistics, introduced recently as a technique for revealing time-phase relationships among interacting noisy oscillators, has been used to study the nature of the coupling between cardiac and respiratory activity. Univariate blood flow signals recorded simultaneously by laser-Doppler flowmetry on both legs and arms were analysed. Coupling between cardiac and respiratory activity was also checked by use of bivariate data and computation of the cross-bispectrum between the ECG and respiratory signals. Measurements were made on six healthy males aged 25-27 years. Recordings were taken during spontaneous breathing (20 min), and during paced respiration at frequencies both lower and higher than that of spontaneous respiration (either two or three recordings with a constant frequency in the interval between 0.09 and 0.35 Hz). At each paced frequency recordings were taken for 12 min. It was confirmed that the dynamics of blood flow can usefully be considered in terms of coupled oscillators, and demonstrated that interactions between the cardiac and respiratory processes are weak and time-varying, and that they can be nonlinear. Nonlinear coupling was revealed to exist during both spontaneous and paced respiration. When present, it was detected in all four blood flow signals and in the cross-bispectrum between the ECG and respiratory signal. The episodes with nonlinear coupling were detected in 11 out of 22 recordings and lasted between 19 s in the case of high frequency (0.34 Hz) and 106 s in the case of low frequency paced respiration (0.11 Hz).
机译:基于高阶统计量的双谱分析最近被用作研究相互作用的噪声振荡器之间的时相关系的技术,已被用于研究心脏和呼吸活动之间耦合的性质。分析了通过激光多普勒血流仪同时在腿和手臂上记录的单变量血流信号。还通过使用双变量数据以及计算心电图和呼吸信号之间的交叉双谱来检查心脏和呼吸活动之间的耦合。对六名年龄在25-27岁之间的健康男性进行了测量。在自发呼吸(20分钟)期间以及在有节奏的呼吸过程中以低于或高于自发性呼吸的频率进行记录(两个或三个记录,频率恒定,介于0.09和0.35 Hz之间)。在每个步调的频率下记录12分钟。已经证实,可以根据耦合的振荡器来有效地考虑血流的动力学,并且证明了心脏和呼吸过程之间的相互作用是弱的且随时间变化的,并且它们可以是非线性的。揭示了自发性和定律性呼吸均存在非线性耦合。当存在时,在所有四个血流信号中以及在心电图和呼吸信号之间的交叉双谱中都检测到了它。在22个记录中有11个检测到具有非线性耦合的发作,持续时间在高频(0.34 Hz)情况下持续19 s,在低频节奏呼吸(0.11 Hz)情况下持续106 s。

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