End-to-End Learning of Communications Systems Without a Channel Model

6 April 2018

Papers citing "End-to-End Learning of Communications Systems Without a Channel Model"

12 / 12 papers shown

Title
Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge Bolun Zhang Nguyen Van Huynh 9 4 0 12 May 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 36 19 0 16 Dec 2022
Short Blocklength Wiretap Channel Codes via Deep Learning: Design and Performance Evaluation Vidhi Rana Rémi A. Chou 15 14 0 07 Jun 2022
Channel model for end-to-end learning of communications systems: A survey Ijaz Ahmad Seokjoo Shin 17 0 0 08 Apr 2022
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 26 134 0 12 May 2020
DeepRx: Fully Convolutional Deep Learning Receiver M. Honkala D. Korpi J. Huttunen 30 133 0 04 May 2020
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 22 134 0 08 Nov 2019
Deep Learning-based Polar Code Design Moustafa Ebada Sebastian Cammerer Ahmed Elkelesh S. Brink 19 34 0 26 Sep 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
Deep Learning for Channel Coding via Neural Mutual Information Estimation Rick Fritschek Rafael F. Schaefer Gerhard Wunder 31 45 0 07 Mar 2019
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 17 188 0 14 Dec 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017