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Fall detection algorithm for the elderly using acceleration sensors on the shoes

机译:在鞋子上使用加速度传感器的老年人跌倒检测算法

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The rate of increase in the number of aging population in Korea is very rapid among OECD-member countries. And fall accident is one of the most common factors that threaten the health of the elderly. Therefore, it is needed to develop a fall detection system for the elderly. Most fall detection systems use accelerometers attached on the torso. And in various studies, it was verified that these systems have high sensitivity and high specificity. However, the elderly would feel uncomfortable when banding a sensor on the chest every day. Therefore, in this study, we attached an accelerometer on the shoes to detect fall in the elderly. This prototype system would be improved as a smaller, low-power system in the next study. Also, applying energy harvesting device to this shoe system is being developed to reduce the weight of battery.
机译:在经合组织成员国中,韩国老龄化人口的增长速度非常快。跌倒事故是威胁老年人健康的最常见因素之一。因此,需要开发一种用于老年人的跌倒检测系统。大多数跌倒检测系统都使用附着在躯干上的加速度计。并且在各种研究中,已证实这些系统具有高灵敏度和高特异性。但是,老年人每天在胸前绑上传感器时会感到不舒服。因此,在这项研究中,我们在鞋子上附加了加速度计,以检测老年人的跌倒情况。在下一个研究中,将将该原型系统改进为较小的低功耗系统。另外,正在开发将能量收集装置应用于该鞋系统以减轻电池的重量。

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