The urban traffic noise monitoring system based on LoRaWAN technology

被引:0
|
作者
Dalibor Dobrilović
Vladimir Brtka
Gordana Jotanović
Željko Stojanov
Goran Jauševac
Milan Malić
机构
[1] University of Novi Sad,
[2] Technical Faculty “Mihajlo Pupin”,undefined
[3] University of East Sarajevo,undefined
[4] Faculty of Transport and Traffic Engineering,undefined
[5] Schneider Electric DMS NS,undefined
来源
Wireless Networks | 2022年 / 28卷
关键词
Urban road traffic noise; Planning LoRaWAN; Traffic routing; Shortest path algorithm; IoT layered architecture;
D O I
暂无
中图分类号
学科分类号
摘要
Noise and air pollution are among the most important problems and challenges in urban environments. Noise can cause several problems in functioning within urban settlements and may result in a variety of health problems. Continuous monitoring, prevention, and active work on solving these problems are in the focus of research communities, local and national agencies and organizations, and many international organizations. Traffic noise on city roads has been identified as one of the major problems in urban settlements. Fortunately, it can be monitored and controlled in a way that can reduce its level and negative effects. One of the most effective and cheapest ways to monitor and control traffic noise is to use wireless sensor networks, IoT technology, and cloud-based architectures. This article presents an approach in designing urban traffic noise monitoring system based on LoRaWAN and microservices oriented architecture supported with open-source hardware and software solutions. Design of the system includes planning LoRaWAN network and development of the IoT system layered architecture. Methods for traffic routing and rerouting in urban areas, based on experiments that uses Dijkstra and Floyd–Warshall algorithms are presented. The system implementation and evaluation of the proposed routing modifications are presented in the case of the city of Zrenjanin in Serbia. Discussion of extensions and improvements of the presented system, as well as future research directions, are also presented.
引用
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页码:441 / 458
页数:17
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