Deep learning-aided coding for the fading broadcast channel with feedback

S Li, D Tuninetti, N Devroye - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
… based strategies to build coding schemes for F-AWGN-BC with COF. We propose a deep
learning-aided two-phase scheme and compare it with the state-of-the art coding schemes for F…

[图书][B] Channel coding for optical channels

I Djordjevic, W Ryan, B Vasic, I Djordjevic, W Ryan… - 2010 - Springer
… concerned with channel encoders and decoders. Different classes of channel codes can be
… transmission, and (3) hybrid channel codes that combine the previous two approaches. In …

DeepReceiver: A deep learning-based intelligent receiver for wireless communications in the physical layer

S Zheng, S Chen, X Yang - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
… The transmitter performs source/channel coding, modulation, and pulse shaping on the …
For 16QAM, the length of the bit stream after channel coding is not divisible by 4, we add an …

One-bit OFDM receivers via deep learning

E Balevi, JG Andrews - IEEE Transactions on Communications, 2019 - ieeexplore.ieee.org
… This gain resembles the gains seen from channel coding, which consume bandwidth, unlike
time domain oversampling. It appears that AE-OFDM is an appealing alternative receiver …

[PDF][PDF] BER Performance Evaluation Using Deep Learning Algorithm for Joint Source Channel Coding in Wireless Networks

NEO Chukwuebuka, GC Kalejaiye - academia.edu
… enhanced joint source-channel coding scheme that could … channel coding schemes. The
study tends to leverage on recent developments in machine learning known as deep learning

SNR-adaptive deep joint source-channel coding for wireless image transmission

M Ding, J Li, M Ma, X Fan - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
… Goldsmith, “Deep learning for joint source-channel coding of text,” in 2018 IEEE International
Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2018, pp. 2326–…

Deep learning for the Gaussian wiretap channel

R Fritschek, RF Schaefer… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
code design provides a way for on-the-f1y code design, which is practical for any channel. …
the physical layer secrecy measures to obtain coding schemes for physical layer secure …

Distributed deep joint source-channel coding over a multiple access channel

SF Yilmaz, C Karamanlı… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
… Shin, and JY Kim, “Deep learning based successive interference cancellation scheme in
nonorthogonal multiple access downlink network,” Energies, vol. 13, no. 23, p. …

Deep-learning-aided joint channel estimation and data detection for spatial modulation

L Xiang, Y Liu, T Van Luong, RG Maunder… - IEEE …, 2020 - ieeexplore.ieee.org
… His research interests include joint source/channel coding and the holistic design of
algorithms and hardware implementations for wireless communications. He has published a …

Deep joint source-channel coding and modulation for underwater acoustic communication

Y Inoue, D Hisano, K Maruta… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
… A Reed Solomon channel coder combined with hierarchical quadrature amplitude modulation
… source-channel coding for gaussian sources over AWGN channels with deep learning,” in …