基于物联网的智能农业:LPWAN技术是否适合远程通信?

Nahina Islam, B. Ray, Faezeh Pasandideh
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引用次数: 26

摘要

物联网(IoT)改变了智能农业的定义,增强了智能农业监测和评估作物和土壤质量的能力;规划种植地点以优化资源和土地面积。低功耗广域网(LPWAN)技术通过增加无线通信范围、消除对回程网络的依赖和降低功耗,增强了这些功能。在本文中,我们在模拟和实际实施基于远程广域网(LoRaWAN)的智能农业物联网网络的支持下,对LPWAN文献进行了实验分析。本文在对现有工作进行评估和实验的基础上,结合使用LoRaWAN通信协议实现基于物联网的智能喷头的实际实现,对不同的LPWAN技术进行了远程智能农业的比较和评估。通过LoRaWAN网关无线通信范围的经验方程和LoRaWAN终端设备的功耗模型,我们确定了LoRaWAN通信系统可以使物联网网络在远程设置中无线部署超过10公里,而不依赖于长期演进(LTE-4G/5G)或其他回程网络,终端设备每天的功耗仅为15.36mAh。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoT Based Smart Farming: Are the LPWAN Technologies Suitable for Remote Communication?
The Internet of Things (IoT) has changed the definition of smart farming and enhanced it’s capabilities to monitor and assess crop and soil quality; to plan planting locations to optimize resources and land area. The Low-Power Wide-Area Network (LPWAN) technologies have enhanced these capabilities by increasing the wireless communication range, by eliminating the dependency of Backhaul networks and by reducing power consumption. In this paper, we have presented an experimental analysis of LPWAN literature with the support of simulation and actual implementation of a Long Range Wide Area Network (LoRaWAN) based IoT network for smart farming. Based on our evaluation and experiment of the existing work and the practical implementation of IoT based smart sprinkler using LoRaWAN communication protocol, this paper has presented a comparison and evaluation of different LPWAN technologies for remote smart farming. The empirical equation of wireless communication range of LoRaWAN gateways and power consumption model of LoRaWAN end devices helped us to determine that, the LoRaWAN communication system enables an IoT network to be deployed over 10 kilometers wirelessly in remote settings without being dependent on a Long Term Evolution (LTE-4G/5G) or other backhaul network and the end devices consume as low energy as only 15.36mAh per day.
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