Using mobile-based complex event processing to realize collaborative remote person monitoring

N. Stojanović, Yongchun Xu, A. Stojadinovic, Ljiljana Stojanović
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引用次数: 3

Abstract

In this paper we present an application of the mobile-based distributed complex event processing for the collaborative remote person monitoring, a novel approach for the e-Health and Fitness domain that represents a kind of breakthrough for these domains. Indeed, so far remote monitoring has been focused on one individual person: the monitored person is equipped (wears) a sensor that sends data to the user's smartphone for storage, local (simple) analysis and upload to the server, where the data can be visualized and analyzed on request in off-line mode. Our, new, approach extends this processing pipeline with a) real-time feedback from the server-side processing in order to enable the detection of very complex situations and b) distribution of processing between several nodes (persons) in order to enable collaboration in detecting mentioned complex situations. The approach is applied in the development of the commercial solution for remote patient monitoring used in monitoring of the physical activities of grouped cardio patients in order to support collaborative detection of complex situations. In this paper we present the theoretical background of the approach and detail some most innovative elements. In addition we discuss the results from an ongoing piloting of this technology in a real healthcare environment: two hospitals. We argue that this approach opens many other opportunities to exploit collaborative potential of patient/person monitoring in various domains.
利用基于移动端的复杂事件处理实现协同远程人员监控
在本文中,我们提出了一种基于移动的分布式复杂事件处理在协同远程人员监控中的应用,这是电子健康和健身领域的一种新方法,代表了这些领域的一种突破。事实上,到目前为止,远程监控一直集中在一个人身上:被监控的人配备(佩戴)一个传感器,将数据发送到用户的智能手机上进行存储、本地(简单)分析并上传到服务器,在服务器上,数据可以在离线模式下可视和分析。我们的新方法扩展了这个处理管道:a)来自服务器端处理的实时反馈,以便能够检测非常复杂的情况;b)在多个节点(人员)之间分配处理,以便能够协作检测所提到的复杂情况。该方法应用于远程患者监测商业解决方案的开发,用于监测分组心脏病患者的身体活动,以支持复杂情况的协作检测。在本文中,我们介绍了该方法的理论背景,并详细介绍了一些最具创新性的元素。此外,我们还讨论了在真实的医疗保健环境(两家医院)中正在进行的这项技术试验的结果。我们认为,这种方法开辟了许多其他的机会,以利用协作潜力的病人/人监测在各个领域。
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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