Deep joint source-channel coding for adaptive image transmission over MIMO channels

H Wu, Y Shao, C Bian, K Mikolajczyk… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We introduce a vision transformer (ViT)-based deep joint source and channel coding
(DeepJSCC) scheme for wireless image transmission over multiple-input multiple-output …

Vision transformer for adaptive image transmission over MIMO channels

H Wu, Y Shao, C Bian, K Mikolajczyk… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
This paper presents a vision transformer (ViT) based joint source and channel coding
(JSCC) scheme for wireless image transmission over multiple-input multiple-output (MIMO) …

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
Considering the problem of joint source-channel coding (JSCC) for multi-user transmission
of images over noisy channels, an autoencoder-based novel deep joint source-channel …

Deep joint source channel coding for wireless image transmission with OFDM

M Yang, C Bian, HS Kim - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
We present a deep learning based joint source channel coding (JSCC) scheme for wireless
image transmission over multipath fading channels with non-linear signal clipping. The …

Space-time design for deep joint source channel coding of images over MIMO channels

C Bian, Y Shao, H Wu, D Gündüz - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
We propose novel deep joint source-channel coding (DeepJSCC) algorithms for wireless
image transmission over multi-input multi-output (MIMO) Rayleigh fading channels, when …

Deep joint source-channel coding for wireless image transmission

E Bourtsoulatze, DB Kurka… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
We propose a joint source and channel coding (JSCC) technique for wireless image
transmission that does not rely on explicit codes for either compression or error correction; …

Deep joint source-channel coding for wireless image transmission with adaptive rate control

M Yang, HS Kim - … 2022-2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
We present a novel adaptive deep joint source-channel coding (JSCC) scheme for wireless
image transmission. The proposed scheme supports multiple rates using a single deep …

DeepJSCC-Q: Constellation constrained deep joint source-channel coding

TY Tung, DB Kurka, M Jankowski… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Recent works have shown that modern machine learning techniques can provide an
alternative approach to the long-standing joint source-channel coding (JSCC) problem. Very …

Channel-adaptive wireless image transmission with OFDM

H Wu, Y Shao, K Mikolajczyk… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
We present a learning-based channel-adaptive joint source and channel coding (CA-JSCC)
scheme for wireless image transmission over multipath fading channels. The proposed …

Generative joint source-channel coding for semantic image transmission

E Erdemir, TY Tung, PL Dragotti… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Recent works have shown that joint source-channel coding (JSCC) schemes using deep
neural networks (DNNs), called DeepJSCC, provide promising results in wireless image …