output
20162026
most citedDeep Learning-Based Communication Over the Air

887 citations

Showing 2024Show all

6 papers · 1 filter

cs.IT2024

Joint Resource-Power Allocation and UE Rank Selection in Multi-User MIMO Systems with Linear Transceivers

K. Pavan Srinath, Alix Jeannerot, Alvaro Valcarce Rial

Next-generation wireless networks aim to deliver data speeds much faster than 5G. This requires base stations with lots of antennas and a large operating bandwidth. These advanced…

cs.NI2024★ 2 cited

Cost and Power-Consumption Analysis for Power Profile Monitoring with Multiple Monitors per Link in Optical Networks

Qiaolun Zhang, Patricia Layec, Alix May +3

As deploying large amounts of monitoring equipment results in elevated cost and power consumption, novel low-cost monitoring methods are being continuously investigated. A new tech…

cs.DS2024

Anytime Sorting Algorithms (Extended Version)

Emma Caizergues, François Durand, Fabien Mathieu

This paper addresses the anytime sorting problem, aiming to develop algorithms providing tentative estimates of the sorted list at each execution step. Comparisons are treated as s…

cs.IT2024★ 8 cited

Massive MIMO CSI Feedback using Channel Prediction: How to Avoid Machine Learning at UE?

Muhammad Karam Shehzad, Luca Rose, Mohamad Assaad

In the literature, machine learning (ML) has been implemented at the base station (BS) and user equipment (UE) to improve the precision of downlink channel state information (CSI).…

cs.LG2024

Experimental Comparison of Ensemble Methods and Time-to-Event Analysis Models Through Integrated Brier Score and Concordance Index

Camila Fernandez, Chung Shue Chen, Chen Pierre Gaillard +1

Time-to-event analysis is a branch of statistics that has increased in popularity during the last decades due to its many application fields, such as predictive maintenance, custom…

eess.SP2024★ 24 cited

A GNN Approach for Cell-Free Massive MIMO

Lou Salaun, Hong Yang, Shashwat Mishra +1

Beyond 5G wireless technology Cell-Free Massive MIMO (CFmMIMO) downlink relies on carefully designed precoders and power control to attain uniformly high rate coverage. Many such p…