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Chris Dick

2 accepted papers

2023

Accelerated Massive MIMO Detector Based on Annealed Underdamped Langevin Dynamics

ICASSP 2023accepted

We propose a multiple-input multiple-output (MIMO) detector based on an annealed version of the underdamped Langevin (stochastic) dynamic. Our detector achieves state-of-the-art performance in terms of symbol error rate (SER) while keeping the computational complexity in check. Indeed, our method ca…

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