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

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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Bibliographic Details
Main Authors: Zhichao Zheng, Shengming Jiang, Ruoyu Feng, Lige Ge, Chongchong Gu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Entropy
Subjects:
MAC reference model
wireless ad hoc network
medium access control protocols
reinforcement learning
Online Access:https://www.mdpi.com/1099-4300/25/1/101

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