光容积脉搏图衍生的脉冲形状对跌倒检测有用吗?

Jason Leake, N. Harris, E. Keogh, C. Eccleston
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引用次数: 5

摘要

跌倒是老年人严重受伤的常见原因。使用坠落探测器可以减轻伤害。然而,它们远非理想,并且在每次检测到真正的跌倒时都会产生大量的假警报。本文描述了一项实验,以检验是否可以通过使用光容积脉搏波来提高跌倒检测器的可靠性,光容积脉搏波可以评估微血管组织的心率和血流,从而推断出身体的位置。结果显示,身体位置和脉搏形状之间存在相关性。然而,这种影响很小,与安装传感器的手臂位置的影响大小相似。需要进一步的工作来更好地理解手臂位置如何影响脉搏形状,以及这些结果在多大程度上适用于老年人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Is photoplethysmography-derived pulse shape useful for fall detection?
Falls are a common source of serious injury for elderly people. The harm can be mitigated by using a fall detector. However they are far from ideal and produce a large number of false alarms for every real fall detected. This paper describes an experiment to examine whether the reliability of fall detectors might be improved by using photoplethysmography, which evaluates heart rate and blood flow in microvascular tissue, to make inferences about the body position. The results show a correlation between body position and pulse shape. However the effect is small and is of similar size to the effect of the position of the arm on which the sensor is mounted. Further work is needed to better understand how arm position affects pulse shape and the extent to which these results may be applicable to elderly people.
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