Yu Chen;Guo Shi;Yusuf A. Sambo;Oluwakayode Onireti;Muhammad A. Imran
{"title":"线性基础设施监测LoRa网格的可扩展性和覆盖范围研究","authors":"Yu Chen;Guo Shi;Yusuf A. Sambo;Oluwakayode Onireti;Muhammad A. Imran","doi":"10.1109/TVT.2025.3563236","DOIUrl":null,"url":null,"abstract":"This paper investigates the scalability and coverage of long range (LoRa) mesh networks deployed for monitoring linear infrastructure, such as railways and pipelines. Although the monitored infrastructure is linear, the network topology is a mesh. The study addresses the challenges posed by the scalability of such networks, considering constraints imposed by duty cycle regulations in license-free frequency bands, particularly within the European Union where a 1% duty cycle limitation exists. A deployment strategy is proposed to optimize the placement of LoRa mesh nodes along linear infrastructure. A comprehensive analysis of scalability and coverage yields their bounds, along with the condition necessary to achieve the upper bounds. To enhance scalability and coverage, a novel routing algorithm is proposed considering the number of hops and the received signal strength indicator. Additionally, a LoRa mesh simulator, LoRaMeshSim, is developed to validate the system analysis and evaluate the effectiveness of the proposed routing algorithm. The findings provide valuable insights into the practical deployment of LoRa mesh networks for monitoring linear infrastructure.","PeriodicalId":13421,"journal":{"name":"IEEE Transactions on Vehicular Technology","volume":"74 9","pages":"14606-14619"},"PeriodicalIF":7.1000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the Scalability and Coverage of LoRa Mesh for Monitoring Linear Infrastructure\",\"authors\":\"Yu Chen;Guo Shi;Yusuf A. Sambo;Oluwakayode Onireti;Muhammad A. Imran\",\"doi\":\"10.1109/TVT.2025.3563236\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper investigates the scalability and coverage of long range (LoRa) mesh networks deployed for monitoring linear infrastructure, such as railways and pipelines. Although the monitored infrastructure is linear, the network topology is a mesh. The study addresses the challenges posed by the scalability of such networks, considering constraints imposed by duty cycle regulations in license-free frequency bands, particularly within the European Union where a 1% duty cycle limitation exists. A deployment strategy is proposed to optimize the placement of LoRa mesh nodes along linear infrastructure. A comprehensive analysis of scalability and coverage yields their bounds, along with the condition necessary to achieve the upper bounds. To enhance scalability and coverage, a novel routing algorithm is proposed considering the number of hops and the received signal strength indicator. Additionally, a LoRa mesh simulator, LoRaMeshSim, is developed to validate the system analysis and evaluate the effectiveness of the proposed routing algorithm. The findings provide valuable insights into the practical deployment of LoRa mesh networks for monitoring linear infrastructure.\",\"PeriodicalId\":13421,\"journal\":{\"name\":\"IEEE Transactions on Vehicular Technology\",\"volume\":\"74 9\",\"pages\":\"14606-14619\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Vehicular Technology\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10973798/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Vehicular Technology","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10973798/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
On the Scalability and Coverage of LoRa Mesh for Monitoring Linear Infrastructure
This paper investigates the scalability and coverage of long range (LoRa) mesh networks deployed for monitoring linear infrastructure, such as railways and pipelines. Although the monitored infrastructure is linear, the network topology is a mesh. The study addresses the challenges posed by the scalability of such networks, considering constraints imposed by duty cycle regulations in license-free frequency bands, particularly within the European Union where a 1% duty cycle limitation exists. A deployment strategy is proposed to optimize the placement of LoRa mesh nodes along linear infrastructure. A comprehensive analysis of scalability and coverage yields their bounds, along with the condition necessary to achieve the upper bounds. To enhance scalability and coverage, a novel routing algorithm is proposed considering the number of hops and the received signal strength indicator. Additionally, a LoRa mesh simulator, LoRaMeshSim, is developed to validate the system analysis and evaluate the effectiveness of the proposed routing algorithm. The findings provide valuable insights into the practical deployment of LoRa mesh networks for monitoring linear infrastructure.
期刊介绍:
The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.