Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders

21 May 2019

Papers citing "Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders"

9 / 9 papers shown

Title
Online Optimization for Learning to Communicate over Time-Correlated Channels Zheshun Wu Junfan Li Zenglin Xu Sumei Sun Jie Liu 37 0 0 01 Sep 2024
Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs Luca Schmid Tomer Raviv Nir Shlezinger Laurent Schmalen 33 5 0 23 Jan 2024
Transformers are Provably Optimal In-context Estimators for Wireless Communications Vishnu Teja Kunde Vicram Rajagopalan Chandra Shekhara Kaushik Valmeekam Krishna R. Narayanan S. Shakkottai D. Kalathil J. Chamberland 35 4 0 01 Nov 2023
Neural Decoding with Optimization of Node Activations Eliya Nachmani Yair Be’ery 30 11 0 01 Jun 2022
Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders V. Lauinger F. Buchali Laurent Schmalen 15 30 0 25 Apr 2022
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity Edgar Beck C. Bockelmann Armin Dekorsy 18 12 0 25 Feb 2021
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention Nir Raviv Avi Caciularu Tomer Raviv Jacob Goldberger Yair Be’ery 18 8 0 06 Feb 2020
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 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