244 citations · 644 across the 24 of their papers we have counts for
3 papers · 1 filter
Multilevel MIMO Detection with Deep Learning
Vincent Corlay, Joseph J. Boutros, Philippe Ciblat +1
A quasi-static flat multiple-antenna channel is considered. We show how real multilevel modulation symbols can be detected via deep neural networks. A multi-plateau sigmoid functio…
Neural Lattice Decoders
Vincent Corlay, Joseph J. Boutros, Philippe Ciblat +1
Lattice decoders constructed with neural networks are presented. Firstly, we show how the fundamental parallelotope is used as a compact set for the approximation by a neural latti…
Exploring and Experimenting with Shaping Designs for Next-Generation Optical Communications
Fanny Jardel, Tobias A. Eriksson, Cyril Méasson +4
A class of circular 64-QAM that combines 'geometric' and 'probabilistic' shaping aspects is presented. It is compared to square 64-QAM in back-to-back, single-channel, and WDM tran…