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Monitoring of Large-Area IoT Sensors Using a LoRa Wireless Mesh Network System: Design and Evaluation

机译:使用LoRa无线网状网络系统监控大面积IoT传感器:设计和评估

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Although many techniques exist to transfer data from the widely distributed sensors that make up the Internet of Things (IoT) (e.g., using 3G/4G networks or cables), these methods are associated with prohibitively high costs, making them impractical for real-life applications. Recently, several emerging wireless technologies have been proposed to provide long-range communication for IoT sensors. Among these, LoRa has been examined for long-range performance. Although LoRa shows good performance for long-range transmission in the countryside, its radio signals can be attenuated over distance, and buildings, trees, and other radio signal sources may interfere with the signals. Our observations show that in urban areas, LoRa requires dense deployment of LoRa gateways (GWs) to ensure that indoor LoRa devices can successfully transfer data back to remote GWs. Wireless mesh networking is a solution for increasing communication range and packet delivery ratio (PDR) without the need to install additional GWs. This paper presents a LoRa mesh networking system for large-area monitoring of IoT applications. We deployed 19 LoRa mesh networking devices over an 800 m × 600 m area on our university campus and installed a GW that collected data at 1-min intervals. The proposed LoRa mesh networking system achieved an average 88.49% PDR, whereas the star-network topology used by LoRa achieved only 58.7% under the same settings. To the best of our knowledge, this is the first academic study discussing LoRa mesh networking in detail and evaluating its performance via real experiments.
机译:尽管存在许多技术可以从构成物联网(IoT)的广泛分布的传感器中传输数据(例如,使用3G / 4G网络或电缆),但这些方法的成本过高,因此在现实生活中不切实际应用程序。最近,已经提出了几种新兴的无线技术来为IoT传感器提供远程通信。其中,LoRa已针对远程性能进行了检查。尽管LoRa在农村地区的远距离传输方面表现出良好的性能,但其无线电信号会随距离衰减,并且建筑物,树木和其他无线电信号源可能会干扰信号。我们的观察结果表明,LoRa需要在市区密集部署LoRa网关(GW),以确保室内LoRa设备可以成功地将数据传输回远程GW。无线网状网络是无需增加其他GW即可增加通信范围和数据包传送率(PDR)的解决方案。本文提出了一种用于物联网应用大范围监控的LoRa网状网络系统。我们在大学校园的800 m×600 m区域中部署了19台LoRa网状网络设备,并安装了GW,每隔1分钟收集一次数据。拟议的LoRa网状网络系统平均可实现88.49%的PDR,而LoRa使用的星型网络拓扑在相同设置下仅可实现58.7%。据我们所知,这是第一个详细讨论LoRa网状网络并通过实际实验评估其性能的学术研究。

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