Data-Driven Factor Graphs for Deep Symbol Detection

Data-Driven Factor Graphs for Deep Symbol Detection

31 January 2020

Yonina C. Eldar

Andrea J. Goldsmith

Papers citing "Data-Driven Factor Graphs for Deep Symbol Detection"

14 / 14 papers shown

Title
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
Deep Learning-Based Detection for Marker Codes over Insertion and Deletion Channels Guochen Ma Xiaopeng Jiao Jianjun Mu Hui Han Yaming Yang 18 4 0 02 Jan 2024
MetaSSD: Meta-Learned Self-Supervised Detection M. Park Jungseul Ok Yo-Seb Jeon Dongwoo Kim 9 1 0 30 May 2022
Low-complexity Near-optimum Symbol Detection Based on Neural Enhancement of Factor Graphs Luca Schmid Laurent Schmalen 22 11 0 30 Mar 2022
LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers Shahin Khobahi Nir Shlezinger M. Soltanalian Yonina C. Eldar 11 37 0 05 Feb 2021
Model-Based Machine Learning for Communications Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 19 23 0 12 Jan 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 26 315 0 15 Dec 2020
FedRec: Federated Learning of Universal Receivers over Fading Channels Mahdi Boloursaz Mashhadi Nir Shlezinger Yonina C. Eldar Deniz Gunduz FedML 6 15 0 14 Nov 2020
PR-NN: RNN-based Detection for Coded Partial-Response Channels Simeng Zheng Yi Liu P. Siegel 6 9 0 30 Jul 2020
Learned Factor Graphs for Inference from Stationary Time Sequences Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 19 24 0 05 Jun 2020
Neural Network-Aided BCJR Algorithm for Joint Symbol Detection and Channel Decoding Wen-Chiao Tsai Chieh-Fang Teng Han-Mo Ou A. Wu 6 6 0 30 May 2020
Data-Driven Symbol Detection via Model-Based Machine Learning Nariman Farsad Nir Shlezinger Andrea J. Goldsmith Yonina C. Eldar 21 49 0 14 Feb 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 37 102 0 08 Feb 2020
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 21 141 0 26 May 2019