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首页> 外文期刊>Procedia Computer Science >Agent Based Health Monitoring of Elderly People in Indoor Environments Using Wireless Sensor Networks
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Agent Based Health Monitoring of Elderly People in Indoor Environments Using Wireless Sensor Networks

机译:使用无线传感器网络的基于代理的室内环境中老年人的健康监控

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This paper presents a design of a health care monitoring system based on wireless sensor networks (WSN) which is capable of collecting, retrieving, storing and analysing the vital signs of the patient. Vital signs such as body temperature, blood pressure, pulse rate and respiratory rate are monitored. To manage these sensors and for collecting and storing data in a database, a Multi Agent System (MAS) is used. The dynamic nature and mobility of the agents make them suitable for maintaining these sensors in the WSN. The proposed MAS consists of four agents namely Admin agent, Control agent, Query agent and Data agent. Admin agent plays the role of invoking and terminating other agents. Control agent is responsible for storing the data sensed by the sensors into the database. Data agent performs data reduction which is achieved using Epsilon approximation. The use of Data agent in the proposed scheme reduces data traffic and the requirement of secondary storage space. Query agent is responsible for providing a GUI for the doctor to view the patient's vital sign details. The proposed agent based system has been implemented using Java language in JADE environment and the results are validated.
机译:本文提出了一种基于无线传感器网络(WSN)的医疗监护系统的设计,该系统能够收集,检索,存储和分析患者的生命体征。监测生命体征,例如体温,血压,脉搏率和呼吸率。为了管理这些传感器并在数据库中收集和存储数据,使用了多代理系统(MAS)。代理的动态性质和移动性使其适合于在WSN中维护这些传感器。提议的MAS由四个代理组成,即管理代理,控制代理,查询代理和数据代理。管理员代理起到了调用和终止其他代理的作用。控制代理负责将传感器感测到的数据存储到数据库中。数据代理执行数据缩减,这是使用Epsilon逼近实现的。在所提出的方案中使用数据代理可以减少数据流量和二级存储空间的需求。查询代理负责为医生提供GUI,以查看患者的生命体征详细信息。所提出的基于代理的系统已在JADE环境中使用Java语言实现,并验证了结果。

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