DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations

30 October 2020

Papers citing "DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations"

8 / 8 papers shown

Title
Deep Learning Based Uplink Multi-User SIMO Beamforming Design Cemil Vahapoglu Tim O'Shea Tamoghna Roy S. Ulukus 29 7 0 28 Sep 2023
Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning A. R. Koblitz Lorenzo Maggi Matthew Andrews 13 0 0 19 Sep 2023
Learning OFDM Waveforms with PAPR and ACLR Constraints Mathieu Goutay Fayccal Ait Aoudia J. Hoydis J. Gorce 27 4 0 21 Oct 2021
HybridDeepRx: Deep Learning Receiver for High-EVM Signals Jaakko Pihlajasalo D. Korpi Mikko Honkala Janne M. J. Huttunen T. Riihonen J. Talvitie Alberto Brihuega M. Uusitalo M. Valkama 36 12 0 30 Jun 2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 21 0 0 30 Jun 2021
Machine Learning for MU-MIMO Receive Processing in OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 23 23 0 15 Dec 2020
DeepRx: Fully Convolutional Deep Learning Receiver Mikko Honkala D. Korpi Janne M. J. Huttunen 30 134 0 04 May 2020
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 0 02 Feb 2017