Automated Selection Prototype of LoRa Parameters to Optimize Power Consumption and Bit Rate

LoRa is a wireless communication technology widely used in IoT applications due to its long-range and low power consumption. However, its adaptability in diverse conditions can cause logistical challenges because of the multiple degrees of freedom in its configuration parameters. This proposal aims to automate the experimental search for configuration parameters that aim for low power consumption or high bit rate. To accomplish this purpose, a system prototype is designed to allow the evaluation of different combinations of these parameters, identifying optimal configurations through iteration. The parameters explored in this process are transmission power, spreading factor, and coding rate. The link quality analysis is performed in an offline process using RSSI, SNR, and packet delivery rate. The results show that the prototype can evaluate 60 different parameter combinations for a LoRa link using the REYAX RYLR896 transceiver within approximately 30 minutes, identifying the best parameter sets for each scenario tested.

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Publication Details

Published
2024-11-06
DOI
https://doi.org/10.1109/latincom62985.2024.10770666
Primary Topic
Energy Harvesting in Wireless Networks
Type
article
Field-Weighted Citation Impact
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article

Automated Selection Prototype of LoRa Parameters to Optimize Power Consumption and Bit Rate

Jimmy Tarrillo, Moises Nuñez, Claudia Pacori
Energy Harvesting in Wireless Networks
article

Automated Selection Prototype of LoRa Parameters to Optimize Power Consumption and Bit Rate

Jimmy Tarrillo, Moises Nuñez, Claudia Pacori
article en

Abstract

LoRa is a wireless communication technology widely used in IoT applications due to its long-range and low power consumption. However, its adaptability in diverse conditions can cause logistical challenges because of the multiple degrees of freedom in its configuration parameters. This proposal aims to automate the experimental search for configuration parameters that aim for low power consumption or high bit rate. To accomplish this purpose, a system prototype is designed to allow the evaluation of different combinations of these parameters, identifying optimal configurations through iteration. The parameters explored in this process are transmission power, spreading factor, and coding rate. The link quality analysis is performed in an offline process using RSSI, SNR, and packet delivery rate. The results show that the prototype can evaluate 60 different parameter combinations for a LoRa link using the REYAX RYLR896 transceiver within approximately 30 minutes, identifying the best parameter sets for each scenario tested.

Universidad de Ingeniería y Tecnología (PE)
Affordable and clean energy
Openalex Percentile: Top 81%
Energy Harvesting in Wireless Networks
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Automated Selection Prototype of LoRa Parameters to Optimize Power Consumption and Bit Rate — Jimmy Tarrillo, Moises Nuñez, et al. · (2024) | TGRS Research Map | TGRS