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RFID Sensor-Tags Feeding a Context-Aware Rule-Based Healthcare Monitoring System

机译:RFID传感器标签为基于情境感知的基于规则的医疗保健监控系统提供支持

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摘要

Along with the growing of the aging population and the necessity of efficient wellness systems, there is a mounting demand for new technological solutions able to support remote and proactive healthcare. An answer to this need could be provided by the joint use of the emerging Radio Frequency Identification (RFID) technologies and advanced software choices. This paper presents a proposal for a context-aware infrastructure for ubiquitous and pervasive monitoring of heterogeneous healthcare-related scenarios, fed by RFID-based wireless sensors nodes. The software framework is based on a general purpose architecture exploiting three key implementation choices: ontology representation, multi-agent paradigm and rule-based logic. From the hardware point of view, the sensing and gathering of context-data is demanded to a new Enhanced RFID Sensor-Tag. This new device, de facto, makes possible the easy integration between RFID and generic sensors, guaranteeing flexibility and preserving the benefits in terms of simplicity of use and low cost of UHF RFID technology. The system is very efficient and versatile and its customization to new scenarios requires a very reduced effort, substantially limited to the update/extension of the ontology codification. Its effectiveness is demonstrated by reporting both customization effort and performance results obtained from validation in two different healthcare monitoring contexts.
机译:随着人口老龄化的增长和高效健康系统的必要性,对能够支持远程主动医疗保健的新技术解决方案的需求不断增加。可以通过结合使用新兴的射频识别(RFID)技术和高级软件选择来解决这一需求。本文提出了一个基于上下文的基础架构的提案,该基础架构用于基于RFID的无线传感器节点的广泛,广泛的异构医疗相关场景监控。该软件框架基于通用架构,该架构利用了三个关键的实现选择:本体表示,多主体范例和基于规则的逻辑。从硬件的角度来看,需要对新的增强型RFID传感器标签进行上下文数据的感测和收集。实际上,这种新设备使RFID与通用传感器之间的轻松集成成为可能,从而保证了灵活性,并保留了使用简便和UHF RFID技术成本低廉的优势。该系统非常有效且用途广泛,其针对新场景的定制所需的工作量大大减少,基本上仅限于本体编纂的更新/扩展。通过报告定制工作和在两种不同的医疗监控环境中从验证中获得的性能结果,证明了其有效性。

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