Bandit-Based Learning-Aided Full-Duplex/Half-Duplex Mode Selection in 6G Cooperative Relay Networks

Bandit-Based Learning-Aided Full-Duplex/Half-Duplex Mode Selection in 6G Cooperative Relay Networks

The high level of autonomy and intelligence that is envisioned in sixth generation (6G) networks necessitates the development of learning-aided solutions, especially in cases in which conventional Channel State Information (CSI)-based network processes introduce high signaling overheads. Moreover, i...

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Bibliographic Details
Main Authors: Nikolaos Nomikos, Themistoklis Charalambous, Panagiotis Trakadas, Risto Wichman
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
6G
full-duplex
buffer-aided relays
multi-armed bandits (MAB)
relay mode selection
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/10445505/

Internet

https://ieeexplore.ieee.org/document/10445505/

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