3 papers
cs.LG2024
Consistent Estimation of a Class of Distances Between Covariance Matrices
Roberto Pereira, Xavier Mestre, Davig Gregoratti
This work considers the problem of estimating the distance between two covariance matrices directly from the data. Particularly, we are interested in the family of distances that c…
cs.NI2022
Beam Aware Stochastic Multihop Routing for Flying Ad-hoc Networks
Anay Ajit Deshpande, Roberto Pereira, Federico Chiariotti +3
Routing is a crucial component in the design of Flying Ad-Hoc Networks (FANETs). State of the art routing solutions exploit the position of Unmanned Aerial Vehicles (UAVs) and thei…
eess.SP2022
User Clustering for Rate Splitting using Machine Learning
Roberto Pereira, Anay Ajit Deshpande, Cristian J. Vaca-Rubio +5
Hierarchical Rate Splitting (HRS) schemes proposed in recent years have shown to provide significant improvements in exploiting spatial diversity in wireless networks and provide h…