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Survey of Reinforcement-Learning-Based MAC Protocols for Wireless Ad Hoc Networks with a MAC Reference Model

In this paper, we conduct a survey of the literature about reinforcement learning (RL)-based medium access control (MAC) protocols. As the scale of the wireless ad hoc network (WANET) increases, traditional MAC solutions are becoming obsolete. Dynamic topology, resource allocation, interference mana...

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Detalles Bibliográficos
Autores principales: Zheng, Zhichao, Jiang, Shengming, Feng, Ruoyu, Ge, Lige, Gu, Chongchong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858361/
https://www.ncbi.nlm.nih.gov/pubmed/36673242
http://dx.doi.org/10.3390/e25010101