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Internet of Things based Ambient assisted living for Elderly People Health Monitoring

机译:基于事物的互联网环境辅助为老年人健康监测

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摘要

Ambient Assisted Living (AAL) is a recent communication technology, which makes an intelligent object in the environment to support the elderly people in living independently. An Ambient Intelligence is a technology and it aims to build a safe environment around the assisted people. Nowadays, the population of elderly people in living alone keeps on increasing. Hence, it becomes a major impact in our society. The AAL based Elderly people monitoring system requires the efficient and cost effective solution. The proposed system performs three operations such as Elderly people monitoring, activity recognition and health status prediction using Support Vector Machine (SVM) Algorithm. The sensor's (Accelerometer, Temperature sensor, Pulse rate sensor) are connected to the Arduino micro controller and the generated data is stored in cloud storage (ThingSpeak). The health status prediction part introduces SVM algorithm and it classifies the data from ThingSpeak. Finally, the proposed system improves the prediction accuracy and also provides the cost effective solution of this problem.
机译:环境辅助生活(AAL)是最近的通信技术,这使得环境中的聪明对象能够独立地支持老年人。环境智能是一种技术,它旨在在辅助人士周围建立一个安全的环境。如今,独自生活的老年人人口不断增加。因此,它成为我们社会的重大影响。基于AAL的老年人监控系统需要有效和成本效益的解决方案。所提出的系统使用支持向量机(SVM)算法执行三种操作,例如老年人监测,活动识别和健康状态预测。传感器的(加速度计,温度传感器,脉冲率传感器)连接到Arduino Micro Controller,并且所生成的数据存储在云存储(ThingSpeak)中。健康状态预测部分介绍了SVM算法,并将数据分类为来自ThingSpeak。最后,提出的系统提高了预测准确性,并提供了这个问题的成本效益的解决方案。

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