Kwang-Man Ko

Federated Learning-Based SB-SPS Scheduling for 5G NR-V2X Under Heterogeneous Vehicular Environments

This study proposes a federated-learning-assisted sensing-based semi-persistent scheduling (SB-SPS) framework for 5G NR-V2X sidelink communication in dense and heterogeneous highway environments. Although the conventional SB-SPS enables distributed resource allocation without centralized coordination, its static reserv...