Neural Network Detection of Data Sequences in Communication Systems

31 January 2018

Papers citing "Neural Network Detection of Data Sequences in Communication Systems"

26 / 26 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
Knowledge Distillation Based Semantic Communications For Multiple Users Chenguang Liu Yuxin Zhou Yunfei Chen Shuang-Hua Yang 28 5 0 23 Nov 2023
Trust-Worthy Semantic Communications for the Metaverse Relying on Federated Learning Jianrui Chen Jingjing Wang Chunxiao Jiang Yong Ren L. Hanzo 38 14 0 16 May 2023
Interference Cancellation GAN Framework for Dynamic Channels Hung T. Nguyen S. Bottone Kwang Taik Kim M. Chiang H. Vincent Poor BDL 24 0 0 17 Aug 2022
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization Nir Shlezinger Yonina C. Eldar Stephen P. Boyd 35 130 0 05 May 2022
RC-Struct: A Structure-based Neural Network Approach for MIMO-OFDM Detection Jiarui Xu Zhou Zhou Lianjun Li Lizhong Zheng Lingjia Liu 37 24 0 03 Oct 2021
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity Edgar Beck C. Bockelmann Armin Dekorsy 22 12 0 25 Feb 2021
Model-Based Machine Learning for Communications Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 33 23 0 12 Jan 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 30 317 0 15 Dec 2020
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 28 386 0 04 Nov 2020
Learned Factor Graphs for Inference from Stationary Time Sequences Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 21 24 0 05 Jun 2020
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications B. Karanov M. Chagnon Vahid Aref F. Ferreira D. Lavery P. Bayvel Laurent Schmalen 28 27 0 18 May 2020
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
Data-Driven Factor Graphs for Deep Symbol Detection Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 30 48 0 31 Jan 2020
Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine Weisi Guo 32 40 0 11 Nov 2019
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks Le Liang Hao Ye Guanding Yu Geoffrey Ye Li 30 194 0 07 Jul 2019
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders Avi Caciularu D. Burshtein 20 48 0 21 May 2019
Deep Learning-Based Constellation Optimization for Physical Network Coding in Two-Way Relay Networks Toshiki Matsumine T. Koike-Akino Ye Wang 26 24 0 09 Mar 2019
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks B. Karanov D. Lavery P. Bayvel Laurent Schmalen 8 82 0 24 Jan 2019
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 21 518 0 07 Dec 2018
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 38 79 0 30 Nov 2018
Learning to Detect N. Samuel Tzvi Diskin A. Wiesel 28 431 0 19 May 2018
RNN Decoding of Linear Block Codes Eliya Nachmani Elad Marciano D. Burshtein Yair Be’ery AI4CE 80 87 0 24 Feb 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 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