使用三轴加速度计的个人应急响应系统的实现

A. Jeon, J.H. Kim, I.C. Kim, J. Jung, S. Ye, J. Ro, S. Yoon, J. Son, B.C. Kim, B. Shin, G. Jeon
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引用次数: 16

摘要

老年人跌倒的风险越来越大。老年人的骨骼比其他人更容易脆弱。当发生跌倒时,检测这种紧急状态很重要,因为这种事件通常会导致更严重的疾病甚至死亡。本文利用三轴加速度计开发了一个用于紧急情况检测的PDA系统的实现。信号从三轴加速度计采集,然后通过蓝牙模块传输到PDA。该系统可以对人类的活动进行分类,也可以检测到跌落等紧急状态。当发生跌落时,系统在PDA上产生告警。如果主体没有响应报警,则系统判断当前情况是否为紧急状态,并在紧急情况下向应急中心发送一些信息。对12个实验对象进行了三次不同的研究,结果表明了良好的准确性。第一项研究是为了检测人类日常活动中姿势的变化。第二项研究是为了检测跌倒的正确方向。第三项研究是为了检查日常体力活动的分类。在第三项研究中,每次试验至少持续1分钟。在胸前安装3轴加速度计模块后,通过改变不同姿势,对加速度信号输出进行比较和评估。该系统具有便携、方便、成本低等重要特点。该系统的主要优点之一是可以在家庭医疗环境中使用。另一个重要的特点是制造成本低。所实现的系统能够准确地检测到坠落,因此在紧急情况下将得到广泛的应用。在论文中,采用三轴加速度计开发了PDA系统。首先,从3轴加速度计获取信号,然后通过蓝牙模块code-300 (Chipsen, Co. Korea)传输到PDA。该系统可以对人类的活动进行分类,也可以检测到跌落等紧急状态。当检测到跌倒时,系统在PDA上产生告警。如果主体没有响应报警,则系统判断当前情况为紧急状态,并向应急中心发送一些信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of the Personal Emergency Response System using a 3-axial Accelerometer
The aged are faced with increasing risk for falls. The aged have the easily fragile bones than others. When falls have occurred, it is important to detect this emergency state because such events often lead to more serious illness or even death. A implementation of PDA system, for detection of emergency situation, was developed using 3-axis accelerometer in this paper as follows. The signals were acquired from the 3-axis accelerometer, and then transmitted to the PDA through Bluetooth module. This system can classify the human activity, and also detect the emergency state like falls. When the fall occurs, the system generates the alarm on the PDA. If a subject does not respond to the alarm, the system determines whether the current situation is an emergency state or not, and then sends some information to the emergency center in the case of urgent situation. Three different studies were conducted on 12 experimental subjects, with results indicating a good accuracy. The first study was performed to detect the posture change of human daily activity. The second study was performed to detect the correct direction of fall. The third study was conducted to check the classification of the daily physical activity. Each test was lasted at least 1 min. in third study. The output of acceleration signal was compared and evaluated by changing a various posture after attaching a 3-axis accelerometer module on the chest. The newly developed system has some important features such as portability, convenience and low cost. One of the main advantages of this system is that it is available at home healthcare environment. Another important feature lies in low cost to manufacture device. The implemented system can detect the fall accurately, so will be widely used in emergency situation.his paper, the PDA system was developed using the 3-axis accelerometer. First, the signals were acquired from the 3-axis accelerometer, and then transmitted to the PDA through Bluetooth module, Acode-300 (Chipsen, Co. Korea). This system can classify the human activity, and also detect the emergency state like falls. When the fall is detected, the system generates the alarm on the PDA. If a subject does not respond to the alarm, the system determines that the current situation is an emergency state, and then sends some information to the emergency center.
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