Hierarchical Reinforcement Learning for AP Duplex Mode Optimization in Network-Assisted Full-Duplex Cell-Free Networks

X Sun, C Sun, J Li, D Wang, H Zhang… - IEEE Systems …, 2023 - ieeexplore.ieee.org
Network-assisted full-duplex (NAFD) cell-free (CF) networks use half-duplex access points
(APs) to enable the network-level in-band full-duplex. By dynamically allocating each AP to …

Optical communication enhanced IDMBOC for maximizing backhaul-effect & maintaining optimum cell sizes

K Mankar, S Varade - Journal of Optical Communications, 2024 - degruyter.com
The increasing need for high data rates and low latency in optical communication networks
necessitates innovative solution for system efficiency enhancements. With the persistent …