老年人日常生活异常检测运动传感器的实现与布局优化

Kosuke Shima, Takuma Kawamura, Masahiro Yamaguchi, Takumi Yoshida, T. Otsuka
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引用次数: 0

摘要

日益老龄化的社会是发达国家面临的最严峻问题之一。一个特别重要的问题是农村地区的老年人护理,由于大量年轻人迁移到城市地区,这已经成为一个更大的挑战。此外,在这些农村地区,护理员很难经常拜访老年人的家。除了实施监控系统的问题外,通常没有移动互联网部署,工程师的频繁服务很困难,老年人无法自己检查或维护系统。为此,我们提出了一种包含运动传感器和使用LoRa通信的传感器网络的监测系统模型。LoRa通信使我们能够经济高效地实现传感器网络。我们仅使用无源红外传感器,微控制器和LoRa通信模块实现节能传感器设备。在实验中,我们在参与者家中的几个房间进行了数据采样。这些数据是居民出现在传感器设备前的次数。我们确认客厅和卧室在日常生活中经常被使用,并且所获得的值根据时间而不同。此外,我们还确认,放置在洗手间的传感器设备可以检测健康异常,这反映在洗手间的使用次数上。
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Implementation and Layout Optimization of Motion Sensor for Anomaly Detection in Daily Life of Elderly Persons
The increasingly aged society is one of most critical issues facing developed countries. An especially important issue is elderly care in rural areas, which has become a much greater challenge to meet due to large numbers of young people migrating to urban areas. Furthermore, in these rural areas, it is difficult for care workers to frequently visit the homes of the elderly. In addition to the problems of implementing monitoring systems, there is usually no mobile internet deployment, frequent servicing by engineers is difficult, and the elderly cannot check or maintain the systems themselves. For this reason, we propose a monitoring system model that contains motion sensors and a sensor network using LoRa communication. LoRa communication enables us to implement a sensor network economically and energy-effectively. We implement an energy-effective sensor device using only a passive infrared sensor, a microcontroller, and the LoRa comm module. In experiments, we conducted data sampling in several rooms of a participant's house. The data are the number of times that the resident appears in front of a sensor device. We confirmed that the living room and bedroom were frequently used in daily routines and that the obtained values differed according to the time. Furthermore, we also confirmed that the sensor device placed in the restroom could be expected to detect health anomalies that are reflected in the number of usages of the restroom.
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