Coverage and Performance Analysis of a Private LoRaWAN Network Deployed in Urban Areas
Keywords:
Lorawan, Lora, Ipwan, IoTAbstract
The rapid expansion of the Internet of Things (IoT) requires communication protocols capable of supporting long-range connectivity, low power consumption, and robustness against urban interference. LoRaWAN has emerged as a promising Low Power Wide Area Network (LPWAN) technology, but most existing studies have evaluated its performance in controlled or rural environments. This work investigates the coverage and performance of a private LoRaWAN network deployed in Manaus, Brazil, focusing on urban conditions where reflections, obstacles, and multipath phenomena significantly affect communication. The methodology consisted of conducting four testbeds across different city regions using a mobile end device equipped with a LoRa transceiver (RAK3172) configured with AU915 MHz, Adaptive Data Rate, and periodic message transmission intervals of 10 seconds and 1 minute. Messages containing geolocation and timestamps were sent to 11 gateways distributed throughout the city, with data collected and analyzed in terms of signal quality (RSSI, SNR) and network performance (Packet Delivery Ratio – PDR). The experimental results demonstrated RSSI values mostly between –100 and –120 dBm, remaining within the operational limits of LoRaWAN, although strongly affected by environmental noise and non-line-of-sight conditions. SNR values varied from –19.8 to +13.3 dB, reflecting interference and mobility impacts.
Downloads
References
Asif Muhammad Y. Performance evaluation of lora lpwan for the internet of things. 2019.
Aikaterini Griva et al. Lora-based iot network assessment in rural and urban scenarios. Sensors, 23(3):1695, 2023.
Victor H. L. Chalacan. Performance Evaluation of Long Range Wireless RF Technology for the Internet of Things Using Dragino LoRa at 915 MHz. UNF, 2020.
Samuel F. Ferrigo and Joel da Silva. An´alise do comportamento da rede lorawan p´ublica da cidade de caxias do sul/rs. RBCA, 13(2):38–47, 2021.
LoRaAlliance. Lorawan specification vs. 1.1. https://resources.lora-alliance.org, 2024.
Semtech. What are lora and lorawan? https://lora-developers.semtech.com. Accessed: 2024-04-01.
Lucas R. Prando. Experimental performance comparison of emerging low power wide area networking technologies
for iot. Master’s thesis, Unicamp, FEEC, 2020.
Taoufik Bouguera et al. Energy consumption model for sensor nodes based on lora and lorawan. Sensors, 18(7):
, 2018.
TTN. LoRaWAN Architecture. https://www.thethingsnetwork.org/docs/lorawan, 2024.
IoTLabs. Rede Neutra IoT LoRaWAN da American Tower. https://iot-labs.io/, 2024.
Pedro Bertoleti. Conectividade LoRaWAN: Fundamentos e Pr´atica. NCB, 2023. ISBN 9788595680784.
Fernando M. Ortiz et al. Caracterizac¸ao de desempenho de uma rede lora em ambientes urbanos: Simulac¸ao vs.
pr´atica. In Anais do III CoURB, pages 167–180. SBC, 2019.
Maciej Piechowiak et al. Lorawan metering infrastructure planning in smart cities. Applied Sciences, 13(14):8431, 2023.
Marcos V. R. Da Silva et al. Avaliac¸ao de dispositivos de rastreamento em uma rede lorawan no contexto de cidades inteligentes. In Anais do IV CoURB, pages 1–14. SBC, 2020.
Eugen Harinda et al. Comparative performance analysis of empirical propagation models for lorawan 868mhz in an urban scenario. In IEEE 5th WF-IoT, pages 154–159, 2019.
Lahis G. Almeida et al. Lorawan infrastructure for urban waste management: A simulation study. In IEEE 9th WFIoT, pages 1–6, 2023.
AVNET. LoRa Experimental Environmental Sensors. https://community.element14.com/, 2024.
M K. U. Khan and KS Ramesh. Effect on packet delivery ratio (pdr) & throughput in wireless sensor networks due to black hole attack. IJITEE, 8(12S):428–432, 2019