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Gian Marti

2 accepted papers

2024

LoFi User Scheduling for Multiuser Mimo Wireless Systems

ICASSP 2024accepted

We propose new low-fidelity (LoFi) user equipment (UE) scheduling algorithms for multiuser multiple-input multiple-output (MIMO) wireless communication systems. The proposed methods rely on an efficient guess-and-check procedure that, given an objective function, performs paired comparisons between…

Cited by 0SourceScholar
2023

Bit Error and Block Error Rate Training for ML-Assisted Communication

ICASSP 2023accepted

Even though machine learning (ML) techniques are being widely used in communications, the question of how to train communication systems has received surprisingly little attention. In this paper, we show that the commonly used binary cross-entropy (BCE) loss is a sensible choice in uncoded systems,…

Cited by 0SourceScholar