Joint Learning of Geometric and Probabilistic Constellation Shaping

18 June 2019

Papers citing "Joint Learning of Geometric and Probabilistic Constellation Shaping"

7 / 7 papers shown

Title
Diffusion Models for Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 21 8 0 11 Oct 2023
Bit Error and Block Error Rate Training for ML-Assisted Communication Reinhard Wiesmayr Gian Marti C. Dick Haochuan Song Christoph Studer 32 9 0 25 Oct 2022
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication V. Neskorniuk A. Carnio D. Marsella S. Turitsyn Jaroslaw E. Prilepsky Vahid Aref 22 7 0 05 Apr 2022
Hybrid Neural Coded Modulation: Design and Training Methods S. Lim Jiyong Han Wonjong Noh Yujae Song Sang-Woon Jeon 24 5 0 04 Feb 2022
End-to-End Learning of Joint Geometric and Probabilistic Constellation Shaping Vahid Aref M. Chagnon 25 30 0 09 Dec 2021
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model V. Neskorniuk A. Carnio V. Bajaj D. Marsella S. Turitsyn Jaroslaw E. Prilepsky Vahid Aref 20 20 0 26 Jul 2021
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017