2 papers
cs.IT2026
SINR Estimation under Limited Feedback via Online Convex Optimization
Lorenzo Maggi, Boris Bonev, Reinhard Wiesmayr +2
We introduce a novel online convex optimization (OCO) framework to estimate the user's signal-to-interference-plus-noise ratio (SINR) from ACK/NACK feedback, channel quality indica…
cs.NI2024
To RL or not to RL? An Algorithmic Cheat-Sheet for AI-Based Radio Resource Management
Lorenzo Maggi, Matthew Andrews, Ryo Koblitz
Several Radio Resource Management (RRM) use cases can be framed as sequential decision planning problems, where an agent (the base station, typically) makes decisions that influenc…