P. Vera

A DRL-Driven Optimization of RAN Slice Resource Partitioning for V2X SLA Compliance in 5G Networks

This work addresses the Radio Access Network (RAN) slicing problem from the perspective of Physical Resource Block (PRB) partitioning under high traffic demand conditions and proposes a reinforcement learning approach based on Proximal Policy Optimization to determine PRB allocations that satisfy the strict latency and...