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Multi Mobile Agent Based Remote Health Monitoring

机译:基于多移动代理的远程健康监控

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Better health is central to human happiness and well-being. Advancements in wearable sensors has facilitated the development of real time health monitoring for early diagnosis of diseases. This paper presents a mobile agent based wireless body area network approach to remote healthcare monitoring. Wireless Body Area Network is preferred due to its cost-effectiveness, relatively newer scheme of implementation and fairly accurate data collection. An algorithm based on minimum spanning tree has been used to generate the itinerary of multiple mobile agents in the network. The data collected from the sensors is processed and analyzed at the base station. Simulation of the system is done in Pygame and processing of data has been carried out using Scikit-Learn library. A sufficiently high degree of accuracy and throughput was obtained in the given implementation.
机译:改善健康状况对人类的幸福和福祉至关重要。可穿戴式传感器的进步促进了实时健康监测的发展,从而可以早期诊断疾病。本文提出了一种用于远程医疗监控的基于移动代理的无线体域网方法。无线体域网是首选,因为它具有成本效益,相对较新的实施方案以及相当准确的数据收集功能。已经使用基于最小生成树的算法来生成网络中多个移动代理的行程。从传感器收集的数据在基站进行处理和分析。该系统的仿真是在Pygame中完成的,并且已使用Scikit-Learn库对数据进行了处理。在给定的实现方式中,获得了足够高的准确性和吞吐量。

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