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Low-cost fog-assisted health-care IoT system with energy-efficient sensor nodes

机译:具有节能传感器节点的低成本雾辅助医疗物联网系统

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A better lifestyle starts with a healthy heart. Unfortunately, millions of people around the world are either directly affected by heart diseases such as coronary artery disease and heart muscle disease (Cardiomyopathy), or are indirectly having heart-related problems like heart attack and/or heart rate irregularity. Monitoring and analyzing these heart conditions in some cases could save a life if proper actions are taken accordingly. A widely used method to monitor these heart conditions is to use ECG or electrocardiography. However, devices used for ECG are costly, energy inefficient, bulky, and mostly limited to the ambulatory environment. With the advancement and higher affordability of Internet of Things (IoT), it is possible to establish better health-care by providing real-time monitoring and analysis of ECG. In this paper, we present a low-cost health monitoring system that provides continuous remote monitoring of ECG together with automatic analysis and notification. The system consists of energy-efficient sensor nodes and a fog layer altogether taking advantage of IoT. The sensor nodes collect and wirelessly transmit ECG, respiration rate, and body temperature to a smart gateway which can be accessed by appropriate care-givers. In addition, the system can represent the collected data in useful ways, perform automatic decision making and provide many advanced services such as real-time notifications for immediate attention.
机译:更好的生活方式始于健康的心脏。不幸的是,世界各地数百万人要么直接受到诸如冠状动脉疾病和心肌病(心肌病)之类的心脏病的影响,要么间接患有诸如心脏病发作和/或心率不规则之类的与心脏有关的问题。如果采取适当的措施,在某些情况下监视和分析这些心脏状况可以挽救生命。监测这些心脏状况的一种广泛使用的方法是使用ECG或心电图。但是,用于ECG的设备价格昂贵,能源效率低,体积大,并且主要限于动态环境。随着物联网(IoT)的发展和更高的可负担性,可以通过提供ECG的实时监视和分析来建立更好的医疗保健。在本文中,我们提出了一种低成本的健康监测系统,该系统可提供连续的心电图远程监测以及自动分析和通知功能。该系统由节能传感器节点和雾层组成,并充分利用了物联网。传感器节点收集心电图,呼吸频率和体温并将其无线传输到智能网关,相应的护理人员可以访问该网关。另外,该系统可以用有用的方式表示收集的数据,执行自动决策,并提供许多高级服务,例如实时通知,以立即引起注意。

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