智能停车系统物联网设备及其他无线技术引发的车载射频电磁场实验评估

IF 7.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Enver Hamiti , Bujar Krasniqi , Luis M. Correia , Mimoza Ibrani , Bernardo Galego
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引用次数: 0

摘要

本研究实证调查了城市环境中物联网(IoT)设备对人类暴露于射频电磁场(RF-EMF)的影响。它通过对特定物联网实施的RF-EMF暴露进行系统评估,解决了一个显著的研究空白。这项工作的新颖之处在于它专注于LoRaWAN,并提供了与其他无线技术的比较分析。测量是在一辆装有LoRaWAN设备的车辆中进行的,该设备的频率为868 MHz,在几个城市环境(大学和街道停车场)中行驶,分为三种情况:在普通(汽油发动机)车辆内部和外部,以及在电动(发动机)车辆内部。功率密度是用宽带探针测量的,覆盖了所有当前的无线技术频段(从0.79 GHz到5.85 GHz)。主要目标是确定人在使用物联网设备监测停车场和其他可能服务的可用性的汽车中逗留期间EMF水平的潜在变化。正如预期的那样,与ICNIRP的指南相比,这些值非常低(整个测量波段中最严格的参考值为4 W/m2)。在LoRaWAN频段,平均功率密度的最高时间变化在5.16µW/m2和35.37µW/m2之间波动,该系统仅贡献约0.02%的总功率。测量值很好地符合对数正态分布。观察到的低暴露水平和符合ICNIRP指南(最大值低于ICNIRP阈值14.63 dB)支持基于LoRaWAN的停车系统的安全部署。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental evaluation of in-vehicle RF-EMF induced by IoT devices of smart parking systems and other wireless technologies
This study empirically investigates the impact of Internet of Things (IoT) devices in urban settings on human exposure to radiofrequency electromagnetic fields (RF-EMF). It addresses a notable research gap by presenting a systematic evaluation of RF-EMF exposure from a specific IoT implementation. The novelty of this work lies in its dedicated focus on LoRaWAN and its provision of a comparative analysis with other wireless technologies. Measurements were performed in a vehicle with a LoRaWAN device at 868 MHz, moving in several urban environments (university and street parking sites), for three cases: inside and outside a regular (petrol engine) vehicle, and inside an electric (engine). Power density was measured with a broadband probe, covering all current bands of wireless technologies (from 0.79 GHz to 5.85 GHz). The main goal was to determine the potential change in EMF level during the stay of a person in a car that uses IoT devices for monitoring the availability of parking lots and other possible services. As expected, values were very low compared with ICNIRP’s Guidelines (the strictest reference value in the whole measured band is 4 W/m2). In the LoRaWAN band, the highest temporal variation of the average power density fluctuated between 5.16 µW/m2 and 35.37 µW/m2, this system contributing only with around 0.02 % of the total power. The measured values fit well a Log-Normal Distribution. The observed low exposure levels and compliance with ICNIRP’s Guidelines (the maximum value is 14.63 dB below ICNIRP’s threshold) support the safe deployment of LoRaWAN based parking systems.
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来源期刊
Internet of Things
Internet of Things Multiple-
CiteScore
3.60
自引率
5.10%
发文量
115
审稿时长
37 days
期刊介绍: Internet of Things; Engineering Cyber Physical Human Systems is a comprehensive journal encouraging cross collaboration between researchers, engineers and practitioners in the field of IoT & Cyber Physical Human Systems. The journal offers a unique platform to exchange scientific information on the entire breadth of technology, science, and societal applications of the IoT. The journal will place a high priority on timely publication, and provide a home for high quality. Furthermore, IOT is interested in publishing topical Special Issues on any aspect of IOT.
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