138 citations · 289 across the 20 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…
Energy-Latency Tradeoff in Ultra-Reliable Low-Latency Communication with Retransmissions
Apostolos Avranas, Marios Kountouris, Philippe Ciblat
High-fidelity, real-time interactive applications are envisioned with the emergence of the Internet of Things (IoT) and tactile Internet by means of ultra-reliable low-latency comm…