Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning

1 October 2018

Papers citing "Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning"

6 / 6 papers shown

Title
End-to-end Deep Learning of Optical Fiber Communications B. Karanov M. Chagnon F. Thouin T. Eriksson H. Bülow D. Lavery P. Bayvel Laurent Schmalen 87 288 0 11 Apr 2018
Deep Learning of the Nonlinear Schrödinger Equation in Fiber-Optic Communications Christian Hager H. Pfister 51 42 0 09 Apr 2018
End-to-End Learning of Communications Systems Without a Channel Model Fayçal Ait Aoudia J. Hoydis 67 174 0 06 Apr 2018
An Overview on Application of Machine Learning Techniques in Optical Networks F. Musumeci C. Rottondi A. Nag I. Macaluso D. Zibar Marco Ruffini M. Tornatore 71 468 0 21 Mar 2018
Physical Layer Communications System Design Over-the-Air Using Adversarial Networks Tim O'Shea Tamoghna Roy Nathan E. West Benjamin C. Hilburn GAN 48 109 0 08 Mar 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 155 2,203 0 02 Feb 2017