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首页> 外文期刊>Sensors Journal, IEEE >A Smart Wireless Paging Sensor Network for Elderly Care Application Using LoRaWAN
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A Smart Wireless Paging Sensor Network for Elderly Care Application Using LoRaWAN

机译:使用LoRaWAN的智能无线寻呼传感器网络,用于老年人护理应用

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摘要

Long range wide area network (LoRaWAN) is increasingly gained much attention due to its advantages in wireless sensor networks (WSNs) application. The message delivery between participated nodes and gateway in the WSNs affects the quality of service (QoS) such as energy consumption and the successful delivery rate (SDR). In this paper, we present a novel packet transmission model for a smart wireless paging sensor network (WPSN) based on LoRaWAN, which supports a real-time elderly care application. The model is used to investigate the performance of star topology communication on elderly care via Markov discrete-time M/M/1 queuing system. The proposed traffic model enables the performance evaluation of WPSN for elderly care. Moreover, an optimal cluster allocation policy is proposed by which maximizing SDR are obtained and QoS constraint requirements are met in terms of energy consumption. We conduct analytic analysis and simulation to exploit the QoS of LoRa-based WSNs for elderly care application. The proposed WPSN is experimental studied and validated in a real elder care scenario. The contributions presented in this paper may be referenced in the design of LoRa-based WPSN.
机译:由于其在无线传感器网络(WSN)应用中的优势,远程广域网(LoRaWAN)受到越来越多的关注。 WSN中参与节点与网关之间的消息传递会影响服务质量(QoS),例如能耗和成功传递率(SDR)。在本文中,我们提出了一种基于LoRaWAN的智能无线寻呼传感器网络(WPSN)的新型数据包传输模型,该模型支持实时的老年人护理应用。该模型用于研究通过马尔可夫离散M / M / 1排队系统进行星型拓扑通信对老年人的护理效果。拟议的交通模型能够评估WPSN用于老年人护理的性能。此外,提出了一种最佳的集群分配策略,通过该策略可以获得最大的SDR,并在能耗方面满足QoS约束要求。我们进行分析和仿真,以开发基于LoRa的WSN的QoS,用于老年人护理应用。拟议的WPSN在实际的老年人护理方案中进行了实验研究和验证。本文提出的贡献可在基于LoRa的WPSN的设计中参考。

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