5 citations · 22 across the 18 of their papers we have counts for
20 papers
Machine Learning for Spectrum Sharing: A Survey
Francisco R. V. Guimarães, José Mairton B. da Silva, Charles Casimiro Cavalcante +3
The 5th generation (5G) of wireless systems is being deployed with the aim to provide many sets of wireless communication services, such as low data rates for a massive amount of d…
Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptation
Samuele Peri, Alessio Russo, Gabor Fodor +1
Link adaptation (LA) is an essential function in modern wireless communication systems that dynamically adjusts the transmission rate of a communication link to match time- and fre…
Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance
Roman Klus, Jukka Talvitie, Julia Vinogradova +3
Ensuring smooth mobility management while employing directional beamformed transmissions in 5G millimeter-wave networks calls for robust and accurate user equipment (UE) localizati…
Subspace-Informed Matrix Completion
Hamideh. Sadat Fazael Ardakani, Sajad Daei, Arash Amini +2
In this work, we consider the matrix completion problem, where the objective is to reconstruct a low-rank matrix from a few observed entries. A commonly employed approach involves…
On Target Detection in the Presence of Clutter in Joint Communication and Sensing Cellular Networks
Julia Vinogradova, Gabor Fodor
Recent works on joint communication and sensing (JCAS) cellular networks have proposed to use time division mode (TDM) and concurrent mode (CM), as alternative methods for sharing…
Extended Automatic Repeat Request For Integrated Sensing And Communication Networks
Georgios Mylonopoulos, Behrooz Makki, Stefano Buzzi +1
6G wireless networks will integrate communication, computing, localization, and sensing capabilities while meeting the needs of high reliability and trustworthiness. In this paper,…