Indoors Wi-Fi fall Detector Buckle for the Elderly

M. C. Meneghel
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Abstract

Accidental falls may occur in the elderly, especially older than 65 years. Among the intrinsic factors that corroborate this fatality are the physiological changes resulting from the aging process. Factors such as inadequate lighting, uneven ground, or some obstacles along the way also contribute to falls. The literature indicates most falls occur in the domestic environment. In some cases, falls can cause serious injuries, such as bone fractures and head injuries. In these cases, intervention time to treat a person who has fallen is crucial. In this study, we developed a Wi-Fi fall detector buckle to be used indoors at waist height by the elderly. For testing purposes, we assumed a simple detection threshold that identifies a fall whenever the absolute value recorded by the accelerometer is greater than 2.3 g and the angle formed between the y-axis and the vertical sagittal axis of the buckle device is greater than 60°. The device is functional, adjustable, flexible and inexpensive. It is functional because it can differentiate falls from ADL with 84.1% accuracy, adjustable because it allows to change the fall detection threshold, flexible for including new detection algorithms and cheap because it uses components available in abundance in the market. Copyright © VBRI Press.
老年人室内Wi-Fi跌倒检测器扣
老年人,尤其是65岁以上的老年人,可能会发生意外跌倒。在证实这种死亡的内在因素中,由衰老过程引起的生理变化。光线不足、地面不平或沿途的障碍物等因素也会导致摔倒。文献表明,大多数跌倒发生在家庭环境中。在某些情况下,跌倒会造成严重的伤害,比如骨折和头部受伤。在这些情况下,干预时间治疗跌倒的人是至关重要的。在这项研究中,我们开发了一种Wi-Fi跌倒检测器扣,供老年人在室内腰部高度使用。为了测试目的,我们假设了一个简单的检测阈值,即当加速度计记录的绝对值大于2.3 g且扣环装置的y轴与垂直矢状轴之间形成的角度大于60°时,就可以识别出坠落。该装置功能齐全、可调节、灵活且价格低廉。它是功能性的,因为它可以区分跌倒和ADL的准确率为84.1%,可调,因为它允许改变跌倒检测阈值,灵活地包括新的检测算法,便宜,因为它使用了市场上大量可用的组件。版权所有©VBRI出版社。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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