Learning Generalized Wireless MAC Communication Protocols via Abstraction

no code implementations • 6 Jun 2022 • Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoony, Daniela Panno, Mehdi Bennis

To tackle the heterogeneous requirements of beyond 5G (B5G) and future 6G wireless networks, conventional medium access control (MAC) procedures need to evolve to enable base stations (BSs) and user equipments (UEs) to automatically learn innovative MAC protocols catering to extremely diverse services.

Reinforcement Learning (RL)