Distributed Channel Allocation for Mobile 6G Subnetworks via Multi-Agent Deep Q-Learning

• Published in: IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC pp. 1 - 6
• Main Authors: Adeogun, Ramoni, Berardinelli, Gilberto
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.03.2023
• Subjects: 6G mobile communication; beyond 5G networks; Channel allocation; Interference; interference management; Machine learning; Performance evaluation; reinforcement learning; resource allocation; Training; Wireless communication; Wireless sensor networks

Sixth generation (6G) in-X subnetworks are recently proposed as short-range low-power radio cells for supporting localized extreme wireless connectivity inside entities such as industrial robots, vehicles, and the human body. The deployment of in-X subnetworks in these entities may lead to fast chan...