crossrefAdvances in Transdisciplinary Engineering2026-06-19
Federated Deep Reinforcement Learning-Based Energy Efficiency Optimization for Closed-Loop Operations and Maintenance in Autonomous Communication Networks
Haitao Li, Donglei Xu, Quanfeng Yao, Lei Zhang, Hui Wan, Xianjun Peng, et al.
With the evolution toward 5G-Advanced and 6G autonomous communication networks, achieving energy-efficient closed-loop operations and maintenance (O&M) has become increasingly challenging due to large-scale deployment, heterogeneous network elements, and highly dynamic traffi…