Valenza Gaetano, Lanatà Antonio, Scilingo Enzo Pasquale
Department of Information Engineering and Interdepartmental Research Center E. Piaggio, University of Pisa, Pisa, Italy.
IEEE Trans Inf Technol Biomed. 2012 Jul;16(4):683-90. doi: 10.1109/TITB.2012.2197632. Epub 2012 May 3.
The objective of this study is to investigate the synchronization between breathing patterns and heart rate during emotional visual elicitation, that is, using sets of images gathered from the international affective picture system having five levels of arousal and five levels of valence, including a neutral reference level. Thirty-five healthy volunteers were emotionally elicited in agreement with a bidimensional spatial localization of affective states, i.e., arousal/valence plane, while two peripheral physiological signals, ECG and Respiration activity, were acquired simultaneously. The synchronization was then quantified by applying the concept of phase synchronization of chaotic oscillators, i.e., the cardio-respiratory synchrogram. This technique allowed us to estimate the synchronization ratio m:n as the attendance of n heartbeats in each m respiratory cycle, even for noisy and nonstationary data. We found a stronger evidence of cardiorespiratory synchronization during arousal than during neutral states.
本研究的目的是调查在情感视觉诱发过程中呼吸模式与心率之间的同步性,即使用从具有五个唤醒水平和五个效价水平(包括一个中性参考水平)的国际情感图片系统收集的图像集。35名健康志愿者在情感上被诱发,以符合情感状态的二维空间定位,即唤醒/效价平面,同时同步采集两个外周生理信号,心电图和呼吸活动。然后通过应用混沌振荡器的相位同步概念,即心肺同步图,对同步性进行量化。即使对于有噪声和非平稳的数据,该技术也能让我们将同步率m:n估计为每个m呼吸周期中n次心跳的出现次数。我们发现,与中性状态相比,唤醒期间心肺同步的证据更强。