Health Monitoring based on Wireless Sensor Networks: A Comprehensive Framework

Kiran Shrestha, A. Alsadoon, P. Prasad, Angelika Maag, Pham Duong Thu Hang, A. Elchouemi
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Abstract

Sensor-based wireless technology is today often used as a relatively non-invasive method for the early diagnosis of diseases. Monitoring systems differ greatly and not all meet high standards in terms of efficiency, accuracy, reliability and longterm usefulness. This is often caused by sensor quality, issues concerning power consumption and connectivity. This research aims to establish a framework for sensor-based health monitoring systems as a basis for a dialogue on systems usefulness. We introduce ‘Data, Wireless communication allocator and Monitoring techniques’ (DWM) as vital elements of such framework. We further identify sub-components of each of the elements and justify their inclusion. Evaluation and validation confirm the value of the framework. This paper further provides a detailed analysis of sensors for gathering vital health data such as heart beat rate (HR), blood pressure (BP), body temperature and others. The resulting data are transmitted via Bluetooth, ZigBee, WIFI and other wireless technologies. Access to this information is through displays in remote healthcare facilities by authorized medical personnel, to be used to design treatment. We evaluate the DWM framework based on reliability, and ease of use and make comparisons with current state of the start systems. This research makes a major contribution towards standardization of sensor-based monitoring systems.
基于无线传感器网络的健康监测:一个综合框架
基于传感器的无线技术如今经常被用作一种相对非侵入性的疾病早期诊断方法。监测系统差别很大,并非所有系统在效率、准确性、可靠性和长期可用性方面都达到高标准。这通常是由传感器质量、功耗和连接问题引起的。本研究旨在为基于传感器的健康监测系统建立一个框架,作为系统有用性对话的基础。我们介绍了“数据、无线通信分配器和监控技术”(DWM)作为该框架的重要组成部分。我们进一步确定每个元素的子组件,并证明它们的包含。评估和验证确认了框架的价值。本文进一步详细分析了用于收集重要健康数据的传感器,如心率(HR)、血压(BP)、体温等。由此产生的数据通过蓝牙、ZigBee、WIFI和其他无线技术传输。授权医务人员通过远程医疗设施中的显示器访问这些信息,用于设计治疗方案。我们基于可靠性和易用性来评估DWM框架,并与启动系统的当前状态进行比较。这项研究对基于传感器的监测系统的标准化做出了重大贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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