Joint Source-Channel Coding for Efficient Image Transmission: An Information Bottleneck Based Scheme

L Sun, C Guo, Y Yang - 2022 IEEE Globecom Workshops (GC …, 2022 - ieeexplore.ieee.org
Joint source-channel coding (JSCC) for image transmission has attracted increasing
attention due to its robustness and high efficiency. However, the existing research mainly …

Adaptive information bottleneck guided joint source and channel coding for image transmission

L Sun, Y Yang, M Chen, C Guo… - IEEE journal on …, 2023 - ieeexplore.ieee.org
Joint source and channel coding (JSCC) for image transmission has attracted increasing
attention due to its robustness and high efficiency. However, the existing deep JSCC …

Adaptive Information Bottleneck Guided Joint Source-Channel Coding

L Sun, C Guo, Y Yang - 2022 - researchsquare.com
Joint source channel coding (JSCC) has attracted increasing attentions due to its robustness
and high efficiency. However, the existing research on JSCC mainly focuses on minimizing …

DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback

DB Kurka, D Gündüz - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
We consider wireless transmission of images in the presence of channel output feedback.
From a Shannon theoretic perspective feedback does not improve the asymptotic end-to …

Deepjscc-q: Channel input constrained deep joint source-channel coding

TY Tung, DB Kurka, M Jankowski… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Recent works have shown that the task of wireless transmission of images can be learned
with the use of machine learning techniques. Very promising results in end-to-end image …

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 …

Semantics-Guided contrastive joint source-channel coding for image transmission

W Hua, D Chen, J Fang, L Chen… - 2022 14th …, 2022 - ieeexplore.ieee.org
Deepjoint source-channel coding (D-JSCC) provides several advantages over conventional
coding schemes, in which source and channel coding are designed separately. For …

AirJSCC: Reconfigurable Intelligent Surfaces Based Over-the-Air Joint Source-Channel Coding

Y Hui, S Chen, W Meng, HH Chen… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is a programmable metasurface composed of sub-
wavelength meta-atoms and a controller. Recent research works have shown that multi …

Deep joint source-channel coding of images with feedback

DB Kurka, D Gündüz - ICASSP 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
We consider wireless transmission of images in the presence of channel output feedback, by
introducing an autoencoder-based deep joint source-channel coding (JSCC) scheme. We …

Resolution-Adaptive Source-Channel Coding for End-to-End Wireless Image Transmission

K Yang, S Wang, K Tan, J Dai… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
The recent deep learning-based joint source-channel coding (deep JSCC) framework has
shown superior performance on end-to-end wireless image transmission without suffering …