Blind Channel Equalization using Variational Autoencoders

5 March 2018

Papers citing "Blind Channel Equalization using Variational Autoencoders"

10 / 10 papers shown

Title
Interference Cancellation GAN Framework for Dynamic Channels Hung T. Nguyen S. Bottone Kwang Taik Kim M. Chiang H. Vincent Poor BDL 16 0 0 17 Aug 2022
Variational Autoencoder Leveraged MMSE Channel Estimation Michael Baur B. Fesl M. Koller Wolfgang Utschick 18 19 0 11 May 2022
Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders V. Lauinger F. Buchali Laurent Schmalen 20 30 0 25 Apr 2022
Variational Autoencoders for Precoding Matrices with High Spectral Efficiency E. Bobrov Alexander Markov Sviatoslav Panchenko A. R. R. Institute DRL 16 2 0 23 Nov 2021
Data-Driven Symbol Detection via Model-Based Machine Learning Nariman Farsad Nir Shlezinger Andrea J. Goldsmith Yonina C. Eldar 29 49 0 14 Feb 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 45 102 0 08 Feb 2020
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention Nir Raviv Avi Caciularu Tomer Raviv Jacob Goldberger Yair Be’ery 21 8 0 06 Feb 2020
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders Avi Caciularu D. Burshtein 17 48 0 21 May 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,172 0 02 Feb 2017
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 95 456 0 16 Jul 2016