u-FASt:智能家居环境中无处不在的老年人跌倒检测和警报系统

Arkham Zahri Rakhman Kurnianingsihi, Lukito Edi Nugrohoi
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引用次数: 9

摘要

需要长期护理的老年人和一些残疾人更容易跌倒。跌倒会造成意外或无意的伤害,甚至死亡。老年人,特别是喜欢独立生活的老年人,需要进行跌倒检测监测。老年人在日常活动中的身体限制和残疾,容易发生跌倒,成为需要进行跌倒检测的原因。提出了一种基于智能手机的智能家居环境下无处不在的跌倒检测与报警系统原型。所提出的u-FASt系统具有三个特点,即:(1)从嵌入智能手机的加速度计和陀螺仪收集传感数据;(2)实时报警系统由移动报警、短信通知、自动呼叫三部分组成;(3)跌倒史,包括跌倒时间、跌倒体位和跌倒地点。实验结果表明,该方法可达到95.33%的精度水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
u-FASt: Ubiquitous fall detection and alert system for elderly people in smart home environment
Elderly people with long-term care and some disabilities are more susceptible to falls. Fall can cause accidental or unintentional injury, even deaths. Fall detection monitoring is needed amongst elderly, particularly for elderly people who like living independently. Physical limitations and disabilities of elderly in doing their daily activities, which susceptible to fall, become the reason why fall detection is required. This paper presents a prototype of ubiquitous fall detection and alert system in smart home environment (u-FASt) using smartphone. This proposed system of u-FASt has three features, namely: (1) Sensing data gathered from accelerometer and gyroscope that embedded in the smartphone; (2) Real time alerting system consists of mobile alarm, SMS notification, and automatic calling; (3) History of falls that consists of time of fall, body position of fall, and location of fall. The result of the experiments showed that we could get 95.33% for accuracy level.
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