SIMULATOR FOR TIME-SLOTTED LORA NETWORKS
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Date
2024-04-19
Authors
Abzalova, Assel
Kairatbek, Abylay
Ten, Denis
Journal Title
Journal ISSN
Volume Title
Publisher
Nazarbayev University School of Engineering and Digital Sciences
Abstract
A new simulator for evaluating Time-Slotted (TS) LoRa networks is presented. Traditional testing limitations, due to node scarcity, are overcome by enabling virtual analysis under diverse conditions. The simulator features optimized code, removes unnecessary phases, and implements a dynamic retransmission policy with Reinforcement Learning for improved performance. This user-configurable tool empowers researchers to explore TS-LoRa behavior and optimize this emerging technology.
Description
Keywords
Type of access: Open access, LoRaWAN, Network simulation, Network performance optimization
Citation
Abzalova, A., Kairatbek, A., & Ten, D. (2024). Simulator for time-slotted LoRa networks. Nazarbayev University School of Engineering and Digital Sciences