Interference Region Aware Channel Assignments for a Scalable LoRa Network

The Adaptive Data Rate (ADR) method used in LoRa networks to manage data rate, airtime, fairness, and energy consumption has proven to be not so efficient in scenarios with heavy traffic load and high node density. This issue led to intense research efforts, aimed at creating more efficient algorithms, able to manage dynamically contentions and data transmissions. Specifically, the goal of this paper the proposal a strategy to assign communication parameters, such as Spreading Factors (SF) and channel frequencies, to competing nodes and at the same time balance the load on different channels by exploiting the new concept of Interference Region. The performance of the proposed mechanism is compared with three benchmarks, namely the classic ADR, and two previously proposed mechanisms called ALS-LB and EXPLoRa-AT, under homogeneous and heterogeneous traffic conditions.

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Publication Details

Published
2024-10-21
DOI
https://doi.org/10.1109/wimob61911.2024.10770310
Citations
5
Primary Topic
IoT Networks and Protocols
Type
article
Field-Weighted Citation Impact
1.04
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article

Interference Region Aware Channel Assignments for a Scalable LoRa Network

Antonio Iera, Daniele Stumpo, Floriano De Rango
5 citations
IoT Networks and Protocols
1.04
article

Interference Region Aware Channel Assignments for a Scalable LoRa Network

Antonio Iera, Daniele Stumpo, Floriano De Rango
article en
5 citations

Abstract

The Adaptive Data Rate (ADR) method used in LoRa networks to manage data rate, airtime, fairness, and energy consumption has proven to be not so efficient in scenarios with heavy traffic load and high node density. This issue led to intense research efforts, aimed at creating more efficient algorithms, able to manage dynamically contentions and data transmissions. Specifically, the goal of this paper the proposal a strategy to assign communication parameters, such as Spreading Factors (SF) and channel frequencies, to competing nodes and at the same time balance the load on different channels by exploiting the new concept of Interference Region. The performance of the proposed mechanism is compared with three benchmarks, namely the classic ADR, and two previously proposed mechanisms called ALS-LB and EXPLoRa-AT, under homogeneous and heterogeneous traffic conditions.

University of Calabria (IT)
Openalex Percentile: Top 22%
IoT Networks and Protocols
1.04
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