5 citations · 5 across the 3 of their papers we have counts for
3 papers
AI-Assisted Dynamic Port and Waveform Switching for Enhancing UL Coverage in 5G NR
Alejandro Villena-Rodríguez, Gerardo Gómez, Mari Carmen Aguayo-Torres +4
The uplink of 5G networks allows selecting the transmit waveform between cyclic prefix orthogonal frequency division multiplexing (CP-OFDM) and discrete Fourier transform spread OF…
Multi-Agent Reinforcement Learning with Common Policy for Antenna Tilt Optimization
Adriano Mendo, Jose Outes-Carnero, Yak Ng-Molina +1
This paper presents a method for optimizing wireless networks by adjusting cell parameters that affect both the performance of the cell being optimized and the surrounding cells. T…
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning
Maxime Bouton, Jaeseong Jeong, Jose Outes +2
Future generations of mobile networks are expected to contain more and more antennas with growing complexity and more parameters. Optimizing these parameters is necessary for ensur…