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A Method for Evaluating Effects of Visually-Induced Motion Sickness Using ICA for Photoplethysmography

机译:使用ICA对光血晶描记评估视觉诱导的运动疾病效果的方法

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A human watching a swaying image displayed on a wide-field display or screen sometimes suffers from visually-induced motion sickness (VIMS) that causes symptoms related to the autonomic nervous system such as nausea, vomiting, and dizziness. Previous studies indicated that the maximum cross-correlation coefficient (ρ{sub}(max)) between blood pressure and heart rate, whose frequency components were limited to the neighborhood of 0.1 Hz, was a useful index to evaluate the effects of VIMS on humans. The present study proposed a new method for obtaining ρ{sub}(max) with measurement of neither continuous blood pressure nor ECG but using only finger photoplethysmography (PPG). In this study, heart rate was obtained from the foot-to-foot-interval of the PPG signal, and blood pressure-related and event-related pieces of information were obtained from the parameter extracted from using the independent component analysis. The adequacy of the proposed method was evaluated by two experiments with the Valsalva maneuver and with presentation of a swaying video image. The experimental results have shown that the proposed method could extract the independent component related to blood pressure and an event signal of Valsalva maneuver. In addition, the effects of VIMS could be estimated with the independent component.
机译:观看在宽场显示或筛网上显示的摇曳图像有时会患上视觉诱导的晕厥(Vims),导致与自主神经系统有关的症状,例如恶心,呕吐和头晕。以前的研究表明,血压和心率之间的最大互相关系数(ρ{sub}(max)),其频率分量仅限于0.1Hz附近,是评估Vims对人类的效果的有用指标。本研究提出了一种用于获得ρ{sub}(MAX)的新方法,其测量既不是连续血压也不是ECG,而是仅使用手指光学质肌刻(PPG)。在该研究中,从PPG信号的脚踏间隔获得了心率,并且从使用独立分量分析中提取的参数获得血压相关和事件相关的信息。所提出的方法的充分性通过两个实验与Valsalva机动和摇摆播放视频图像的呈现评估。实验结果表明,该方法可以提取与血压有关的独立组分和Valsalva机动的事件信号。此外,可以使用独立组分估计Vims的效果。

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