Choosing Clutter Heights in ITU-R P.1812 Recommendation for LoRaWAN Link Budget

Abstract The Internet of Things (IoT) encompasses a diverse array of solutions with applications ranging from smart cities to environmental monitoring and industrial processes. In this context, communication techniques that offer long-range coverage, cost-effectiveness, and minimal energy consumption are essential. Among such technologies, LoRaWAN stands out. However, deploying wireless networks, especially for LoRaWAN, requires meticulous planning, including link budget analysis based on appropriate wave propagation path loss models. This paper investigates the suitability of the ITU-R P.1812 recommendation model for LoRaWAN radio coverage planning. We explore two distinct approaches, focusing on the choice of terrain clutter heights. Approach 1 involves a detailed point-by-point evaluation, considering different clutter heights for each pixel in the area under analysis. In contrast, Approach 2 simplifies the process by selecting a single representative clutter height based on terrain morphology. Comparative analysis using data from Brazilian measurement campaigns reveals that Approach 2 may be more favorable for rural or open environments, while Approach 1 is better suited for complex scenarios. Our findings contribute to informed decision-making in LoRaWAN network design, emphasizing the importance of terrain-specific considerations.

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Publication Details

Journal
Journal of Microwaves Optoelectronics and Electromagnetic Applications
Published
2025-01-01
DOI
https://doi.org/10.1590/2179-10742025v24i1287533
Primary Topic
IoT Networks and Protocols
Type
article
Field-Weighted Citation Impact
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article

Choosing Clutter Heights in ITU-R P.1812 Recommendation for LoRaWAN Link Budget

Bryan da Silva Duarte, Maurício Dias
Journal of Microwaves Optoelectronics and Electromagnetic Applications
IoT Networks and Protocols
article

Choosing Clutter Heights in ITU-R P.1812 Recommendation for LoRaWAN Link Budget

Bryan da Silva Duarte, Maurício Dias
article en

Abstract

Abstract The Internet of Things (IoT) encompasses a diverse array of solutions with applications ranging from smart cities to environmental monitoring and industrial processes. In this context, communication techniques that offer long-range coverage, cost-effectiveness, and minimal energy consumption are essential. Among such technologies, LoRaWAN stands out. However, deploying wireless networks, especially for LoRaWAN, requires meticulous planning, including link budget analysis based on appropriate wave propagation path loss models. This paper investigates the suitability of the ITU-R P.1812 recommendation model for LoRaWAN radio coverage planning. We explore two distinct approaches, focusing on the choice of terrain clutter heights. Approach 1 involves a detailed point-by-point evaluation, considering different clutter heights for each pixel in the area under analysis. In contrast, Approach 2 simplifies the process by selecting a single representative clutter height based on terrain morphology. Comparative analysis using data from Brazilian measurement campaigns reveals that Approach 2 may be more favorable for rural or open environments, while Approach 1 is better suited for complex scenarios. Our findings contribute to informed decision-making in LoRaWAN network design, emphasizing the importance of terrain-specific considerations.

Journal of Microwaves Optoelectronics and Electromagnetic ApplicationsVol. 24(1)
Federal Center for Technological Education Celso Suckow da Fonseca (BR), Instituto de Pesquisas da Marinha (BR)
Openalex Percentile: Top 95%
IoT Networks and Protocols
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Choosing Clutter Heights in ITU-R P.1812 Recommendation for LoRaWAN Link Budget — Bryan da Silva Duarte, Maurício Dias · Journal of Microwaves Optoelectronics and Electromagnetic Applications (2025) | TGRS Research Map | TGRS