2 papers
cs.NI2026
Knowledge Graph-Based approach for Sustainable 6G End-to-End System Design
Akshay Jain, Sylvaine Kerboeuf, Sokratis Barmpounakis +17
Previous generations of cellular communication, such as 5G, have been designed with the objective of improving key performance indicators (KPIs) such as throughput, latency, etc. H…
cs.LG2025
Environment-Aware Transfer Reinforcement Learning for Sustainable Beam Selection
Dariush Salami, Ramin Hashemi, Parham Kazemi +1
This paper presents a novel and sustainable approach for improving beam selection in 5G and beyond networks using transfer learning and Reinforcement Learning (RL). Traditional RL-…