54 citations · 100 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
Energy savings under performance constraints via carrier shutdown with Bayesian learning
Lorenzo Maggi, Claudiu Mihailescu, Qike Cao +9
By shutting down frequency carriers, the power consumed by a base station can be considerably reduced. However, this typically comes with traffic performance degradation, as the co…
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
Yunchuan Zhang, Osvaldo Simeone, Sharu Theresa Jose +2
Optimal resource allocation in modern communication networks calls for the optimization of objective functions that are only accessible via costly separate evaluations for each can…