Model-free Training of End-to-end Communication Systems

14 December 2018

Papers citing "Model-free Training of End-to-end Communication Systems"

22 / 22 papers shown

Title
Cross-Technology Interference: Detection, Avoidance, and Coexistence Mechanisms in the ISM Bands Zegeye Mekasha Kidane Waltenegus Dargie 42 0 0 11 Jan 2025
Building Semantic Communication System via Molecules: An End-to-End Training Approach Yukun Cheng Wei Chen Bo Ai 26 3 0 15 Apr 2024
Diffusion Models for Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 21 8 0 11 Oct 2023
Semantic Multi-Resolution Communications Matin Mortaheb M. A. Khojastepour S. Chakradhar S. Ulukus 21 4 0 22 Aug 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems Reinhard Wiesmayr C. Dick J. Hoydis Christoph Studer 13 11 0 15 Dec 2022
Channel charting based beamforming Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 32 9 0 06 Dec 2022
Bit Error and Block Error Rate Training for ML-Assisted Communication Reinhard Wiesmayr Gian Marti C. Dick Haochuan Song Christoph Studer 30 9 0 25 Oct 2022
Channel model for end-to-end learning of communications systems: A survey Ijaz Ahmad Seokjoo Shin 19 0 0 08 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
Blind Coherent Preamble Detection via Neural Networks Jafar Mohammadi Gerhard Schreiber T. Wild Yejian Chen AI4TS 27 2 0 30 Sep 2021
Waveform Learning for Next-Generation Wireless Communication Systems Fayçal Ait Aoudia J. Hoydis 14 31 0 02 Sep 2021
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels Songyan Xue Yi Ma N. Yi 11 8 0 04 May 2021
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity Edgar Beck C. Bockelmann Armin Dekorsy 18 12 0 25 Feb 2021
DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems Yuhui Zhang Akash S. Doshi Rob Liston Wai-tian Tan Xiaoqing Zhu J. Andrews R. Heath 8 31 0 19 Oct 2020
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles Yuxin Lu Peng Cheng Zhuo Chen W. Mow Yonghui Li B. Vucetic 19 13 0 27 Jul 2020
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning Sangwoo Park Osvaldo Simeone Joonhyuk Kang 39 42 0 03 Mar 2020
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems Osvaldo Simeone Sangwoo Park Joonhyuk Kang AI4CE 25 62 0 05 Jan 2020
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels Sangwoo Park Osvaldo Simeone Joonhyuk Kang 15 51 0 22 Oct 2019
Joint Learning of Geometric and Probabilistic Constellation Shaping Maximilian Stark Fayçal Ait Aoudia J. Hoydis 20 81 0 18 Jun 2019
Design of Communication Systems using Deep Learning: A Variational Inference Perspective Vishnu Raj Sheetal Kalyani 32 22 0 18 Apr 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017