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RL-SCAP SigFox: A Reinforcement Learning Based Scalable Communication Protocol for Low-Power Wide-Area IoT Networks

The Internet of Things (IoT) aims to wirelessly connect billions of physical things to the IT infrastructure. Although there are several radio access technologies available, few of them meet the needs of Internet of Things applications, such as long range, low cost, and low energy consumption. The l...

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Principais autores: Raghad Albalawi, Fatma Bouabdallah, Linda Mohaisen, Shireen Saifuddin
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-06-01
coleção:Technologies
Assuntos:
optimization
Low-Power Wide-Area Networks (LPWAN)
multiagents
transmission parameters
reinforcement learning
SigFox technology
Acesso em linha:https://www.mdpi.com/2227-7080/13/6/255
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