Author

M. L. Luque

2 papers indexed here

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Preprint Oct 2026

DRL-driven RAN Slicing Management: A V2X-oriented Approach In Multi-service Scenarios

The integration of Vehicle-to-Everything (V2X) communications is driving a profound transformation in vehicular connectivity, expected to significantly enhance traffic efficiency and safety. However, the stringent requirements of V2X services, particularly ultra-low latency and high reliability, present significant tec...

D. García-Fernández, Pablo Vera-Soto, S. Fortes et al. · 0 citations

Preprint Sep 2026

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...

M. Martínez, I. de-la-Bandera, D. E. García et al. · 1 citation