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cs.IT2023★ 1 cited
Tracking the Best Beam for a Mobile User via Bayesian Optimization
Lorenzo Maggi, Ryo Koblitz, Qiping Zhu +1
The standard beam management procedure in 5G requires the user equipment (UE) to periodically measure the received signal reference power (RSRP) on each of a set of beams proposed…
cs.IT2020
Bayesian Optimization for Radio Resource Management: Open Loop Power Control
Lorenzo Maggi, Alvaro Valcarce Rial, Jakob Hoydis
We provide the reader with an accessible yet rigorous introduction to Bayesian optimisation with Gaussian processes (BOGP) for the purpose of solving a wide variety of radio resour…