无线传感器网络在居家养老健康监测中的研究进展

L. Chan, B. Celler, James Zhaonan Zhang, N. Lovell
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Also examined are data processing methods and knowledge management tools to support the collection of sensor data and their subsequent analysis for health assessment. To introduce future healthcare reform in residential aged care, two aspects of wellness monitoring, vital signs and activities of daily living (ADL) monitoring, will be discussed. DOI: 10.4018/jhdri.2009100103 International Journal of Healthcare Delivery Reform Initiatives, 1(4),32-47, October-December 33 Copyright © 2010, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited. Statistics Center, 2008; US Census Bureau, 2008). Assuming the current trends of fertility and mortality rates, the population in this age bracket is expected to grow to between 20% and 36% by 2050. Taking Australia as an example, the number of people aged 65 and over totals 2.75 million (or 13%). However, the more alarming statistic is that more than half the people in this group suffer from at least one chronic disease (Australian Bureau of Statistics, 2006) and as a result about 25% of the annual government spending on healthcare services was used to provide corresponding treatment. Over the next 30 years, the estimated government healthcare expenditure will increase by 127%, amongst which spending on residential aged care is expected to experience the strongest growth (Australian Institute of Health and Welfare, 2008). This prediction coincides with Golant’s (2008) view that “a large increase in the numbers of older persons at risk of needing the supportive services offered in assisted living residences is relatively certain” (p. 12) as he assessed the growth demographic factors affecting the future of residential aged care in the United States. 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引用次数: 3

摘要

随着人口结构向老年人口的日益转变和医疗保健成本的不断上升,发达国家提供长期和财务上可持续的医疗保健服务变得更加重要,特别是在老年护理领域。人们一致认为,无线传感器网络(wsn)领域的创新是实现这一目标的关键使能技术。本文的主要焦点是住宅老年护理设施中无处不在的健康监测系统的WSN设计考虑。将详细介绍构建普适WSN的主要使能技术,包括对传感器设计、无线通信协议和网络拓扑的描述。还审查了数据处理方法和知识管理工具,以支持传感器数据的收集及其随后的健康评估分析。为了介绍未来的居家养老医疗改革,我们将讨论健康监测的两个方面,即生命体征和日常生活活动(ADL)监测。DOI: 10.4018 / jhdri.2009100103国际医疗服务改革倡议杂志,1(4),32-47,October-December 33版权所有©2010,IGI Global。未经IGI Global书面许可,禁止以印刷或电子形式复制或分发。统计中心,2008;美国人口普查局,2008)。假设目前的生育率和死亡率趋势,到2050年,这一年龄段的人口预计将增长到20%至36%之间。以澳大利亚为例,65岁及以上的人口总数为275万(占13%)。然而,更令人震惊的统计数据是,这一群体中有一半以上的人至少患有一种慢性病(澳大利亚统计局,2006年),因此,政府每年用于保健服务的支出中约有25%用于提供相应的治疗。在接下来的30年里,估计政府的医疗保健支出将增加127%,其中住宅老年护理的支出预计将经历最强劲的增长(澳大利亚健康和福利研究所,2008年)。这一预测与Golant(2008)的观点不谋而合,即“需要辅助生活住宅提供的支持服务的风险老年人数量的大量增加是相对确定的”(第12页),因为他评估了影响美国住宅老年护理未来的人口增长因素。根据这些统计数字和趋势,我们认为必须为长者的医疗保健需求提供长期支持,特别是在住宿长者护理服务方面,但成本上升也意味着必须以更经济可持续的方式提供这些服务。传感器设备、无线通信协议和知识管理等领域的最新创新是潜在的信息技术,可以以经济的方式提供未来的住宿养老服务。事实上,澳大利亚联邦政府通过试行若干与远程保健有关的关键试验项目,认识到这些新兴信息技术带来的有希望的好处。这些项目针对的应用领域是药物管理(澳大利亚政府,2007年a)和临床健康监测(澳大利亚政府,2007年b);Celler, Basilakis, Budge, & Lovell, 2006)。简而言之,远程医疗是指远距离提供医疗保健服务。它涵盖了广泛的医疗应用,从医院的远程手术到在住宅环境中进行的慢性病管理。本文主要讨论如何将无线传感器网络(wsn)广泛部署在住宅养老机构中,实现无处不在的监测,从而评估居民的功能健康状况。它被组织成几个相互关联的部分。在背景部分,现有的住宅老年护理模式,以及健康监测的研究工作如何可能彻底改变护理方法。接下来是WSN技术的系统架构描述,并讨论了这些技术如何改变住宅老年护理的交付方式。这一领域的未来趋势将通过分析作者实验室中模拟住宅老年护理环境的数据来说明。
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A Review of Wireless Sensor Networks for Wellness Monitoring in Residential Aged Care
With the increasing shift in the population profile to the older demographic and rising healthcare costs, it is more critical for developed countries to deliver long-term and financially sustainable healthcare services, especially in the area of residential aged care. A consensus exists that innovations in the area of Wireless Sensor Networks (WSNs) are key enabling technologies for reaching this goal. The major focus of this article is WSN design considerations for ubiquitous wellness monitoring systems in residential aged care facilities. Major enabling technologies for building a pervasive WSN will be detailed, including descriptions on sensor design, wireless communication protocols and network topologies. Also examined are data processing methods and knowledge management tools to support the collection of sensor data and their subsequent analysis for health assessment. To introduce future healthcare reform in residential aged care, two aspects of wellness monitoring, vital signs and activities of daily living (ADL) monitoring, will be discussed. DOI: 10.4018/jhdri.2009100103 International Journal of Healthcare Delivery Reform Initiatives, 1(4),32-47, October-December 33 Copyright © 2010, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited. Statistics Center, 2008; US Census Bureau, 2008). Assuming the current trends of fertility and mortality rates, the population in this age bracket is expected to grow to between 20% and 36% by 2050. Taking Australia as an example, the number of people aged 65 and over totals 2.75 million (or 13%). However, the more alarming statistic is that more than half the people in this group suffer from at least one chronic disease (Australian Bureau of Statistics, 2006) and as a result about 25% of the annual government spending on healthcare services was used to provide corresponding treatment. Over the next 30 years, the estimated government healthcare expenditure will increase by 127%, amongst which spending on residential aged care is expected to experience the strongest growth (Australian Institute of Health and Welfare, 2008). This prediction coincides with Golant’s (2008) view that “a large increase in the numbers of older persons at risk of needing the supportive services offered in assisted living residences is relatively certain” (p. 12) as he assessed the growth demographic factors affecting the future of residential aged care in the United States. These statistics and trends lead to the conclusion that provision of longterm support for the healthcare needs of the elderly, especially in terms of residential aged care services, is needed but burgeoning costs also mean that such services must be provided in a more financially sustainable way. Recent innovations in the areas of sensor devices, wireless communication protocols and knowledge management are potential enabling information technologies for delivering future residential aged care services in an economic way. In fact the Commonwealth Government of Australia has recognized the promising benefits of these rising information technologies by piloting several key trial projects related to telehealth. These projects targeted the application areas of medication management (Australian Government, 2007a) and clinical well-being monitoring (Australian Government, 2007b; Celler, Basilakis, Budge, & Lovell, 2006). In simple terms, telehealth refers to the delivery of healthcare over distance. It covers a wide range of medical applications from remote surgery in a hospital to chronic disease management that takes place in a residential setting. This article is centered on a discussion of how wireless sensor networks (WSNs) can be deployed pervasively in a residential aged care facility to achieve ubiquitous monitoring so that the functional health status of the residents can be assessed. It is organized into several inter-related sections. In the background section, existing models of residential aged care are presented, as well as how the research effort in wellness monitoring can potentially revolutionize care approaches. This is followed by a systems architecture description of WSN technologies and a discussion on how these technologies can change the way residential aged care is delivered. Future trends in this area will then be illustrated through analysis of data taken from a simulated residential aged care environment conducted within the authors’ laboratories.
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