Deep joint source-channel coding for wireless image transmission

E Bourtsoulatze, DB Kurka… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… We propose a JSCC technique for wireless image transmission that directly maps the image
… We consider image transmission over a point-to-point wireless communication channel. The …

Wireless image transmission using deep source channel coding with attention modules

J Xu, B Ai, W Chen, A Yang, P Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… based JSCC for the transmission of text over wireless communications channels for the first
… a joint source channel encoder and a joint source channel decoder for image source. This …

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
source channel coding (JSCC) scheme for wireless image transmission over multipath
fading channels … The proposed encoder and decoder use convolutional neural networks (CNN) …

Robust joint source-channel coding for image transmission over wireless channels

J Cai, CW Chen - IEEE Transactions on Circuits and Systems …, 2000 - ieeexplore.ieee.org
… In this paper, a robust joint source-channel coding scheme is proposed for transmitting
images over wireless channels. Experimental results show that RJSCC is able to achieve very …

Bandwidth-agile image transmission with deep joint source-channel coding

DB Kurka, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… Introduction We consider wireless transmission of images in … noisy channel. The receiver
receives the output of only a subset of the channels, and tries to reconstruct the original image

Analog joint source channel coding for wireless optical communications and image transmission

SM Romero, M Hassanin, J Garcia-Frias… - Journal of Lightwave …, 2014 - opg.optica.org
… improvements in the reconstructed images. In this section we adopt the scheme used in [13]
for image transmission and extend it to the IM/DD wireless optical channel. Furthermore, a …

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
… deep joint source-channel coding (JSCC) scheme for wireless image transmission. The
pro… control the rate based on the channel condition and image contents. Specifically, a policy …

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

Generative joint source-channel coding for semantic image transmission

E Erdemir, TY Tung, PL Dragotti… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
… the wireless image transmission problem by considering both the end-to-end distortion
and the perceptual quality of the reconstructed image. To achieve realistic high-quality image

Joint source/channel coding for image transmission with JPEG2000 over memoryless channels

Z Wu, A Bilgin, MW Marcellin - IEEE Transactions on Image …, 2005 - ieeexplore.ieee.org
… it attractive for image transmission purposes. A novel joint source/channel coding scheme
… the end-to-end image distortion within a given total transmission rate through memoryless …