Approximating the Void: Learning Stochastic Channel Models from
Observation with Variational Generative Adversarial Networks

Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks

16 May 2018

Papers citing "Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks"

14 / 14 papers shown

Title
Building Semantic Communication System via Molecules: An End-to-End Training Approach Yukun Cheng Wei Chen Bo Ai 31 3 0 15 Apr 2024
Diffusion Models for Accurate Channel Distribution Generation Muah Kim Rick Fritschek Rafael F. Schaefer DiffM 36 8 0 19 Sep 2023
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing Yi Shi Y. Sagduyu 33 1 0 27 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 51 19 0 16 Dec 2022
MIMO Channel Estimation using Score-Based Generative Models Marius Arvinte Jonathan I. Tamir DiffM 32 50 0 14 Apr 2022
Channel model for end-to-end learning of communications systems: A survey Ijaz Ahmad Seokjoo Shin 38 0 0 08 Apr 2022
End-to-End Autoencoder Communications with Optimized Interference Suppression Kemal Davaslioglu T. Erpek Y. Sagduyu 47 4 0 29 Dec 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 15 84 0 10 May 2021
Physics-Based Deep Learning for Fiber-Optic Communication Systems Christian Hager H. Pfister 34 66 0 27 Oct 2020
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 36 135 0 12 May 2020
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders Avi Caciularu D. Burshtein 25 48 0 21 May 2019
Generative Adversarial Network for Wireless Signal Spoofing Yi Shi Kemal Davaslioglu Y. Sagduyu GAN AAML 25 78 0 03 May 2019
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 31 189 0 14 Dec 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 91 2,177 0 02 Feb 2017