TY - GEN
T1 - Automated Selection Prototype of LoRa Parameters to Optimize Power Consumption and Bit Rate
AU - Pacori, Claudia
AU - Núñez, Moises
AU - Tarrillo, Jimmy
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - configuration
KW - LoRa
KW - optimization
KW - parameters
KW - transceiver
UR - http://www.scopus.com/inward/record.url?scp=85215121260&partnerID=8YFLogxK
U2 - 10.1109/LATINCOM62985.2024.10770666
DO - 10.1109/LATINCOM62985.2024.10770666
M3 - Conference contribution
AN - SCOPUS:85215121260
T3 - 2024 IEEE Latin-American Conference on Communications, LATINCOM 2024 - Proceedings
BT - 2024 IEEE Latin-American Conference on Communications, LATINCOM 2024 - Proceedings
A2 - Gutierrez, Sergio Armando
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE Latin-American Conference on Communications, LATINCOM 2024
Y2 - 6 November 2024 through 8 November 2024
ER -