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Sensitivity-Aware Configurations for High Packet Generation Rate LoRa Networks

Alahmadi, Hanan; Bouabdallah, Fatma; Ghaleb, Baraq; Al-Dubai, Ahmed

Authors

Fatma Bouabdallah



Abstract

In this paper, we introduce Sensitivity-Aware LoRa Configuration (SAL), a new algorithm for efficient autonomous and distributed selection of LoRa physical layer transmission parameters. The aim is to address the limitations of the currently adopted MAC algorithm in LoRaWAN networks (i.e., Adaptive Data Rate-ADR). The selection of the transmission parameters in ADR is done randomly by the gateway node, an approach that may result in the gateway reaching its Duty Cycle Limit, consequently hindering it from sending the configuration information to the end points under large-scale networks negatively affecting the network performance. Unlike ADR, SAL uses a decentralized approach to select node's transmission parameters without any need for gateway's control packets and it only considers a combination of parameters that is guaranteed to be received successfully by the gateway. The performance of the proposed algorithm is validated through extensive simulation experiments under different scenarios and operation conditions. In particular, SAL is compared to LoRaWAN configuration algorithm in terms of Packet Error Rate (PER), Capture effect Probability, Collision Probability, End-to-end Delay, Packet Delivery Ratio (PDR), Throughput and Energy Consumption showing promising results in this context.

Presentation Conference Type Conference Paper (Published)
Conference Name 20th International Conference on Computer and Information Technology (CIT-2021)
Start Date Dec 20, 2021
End Date Dec 22, 2021
Acceptance Date Nov 18, 2021
Online Publication Date Mar 3, 2022
Publication Date 2022
Deposit Date Dec 15, 2021
Publicly Available Date Mar 3, 2022
Publisher Institute of Electrical and Electronics Engineers
Book Title 2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)
DOI https://doi.org/10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00048
Keywords LoRaWAN; Duty cycle limitation; SF distribution; channel allocation
Public URL http://researchrepository.napier.ac.uk/Output/2829031

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