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
… separate source channel coding architecture even if we consider combining state-of-the-art
image compression codecs (eg, JPEG2000 or BPG) with a capacity achieving channel code (…

Deep joint source-channel coding for wireless image transmission

E Bourtsoulatze, DB Kurka… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… large channel bandwidth scenarios. This is the first time an end-to-end joint source-channel
coding … of high-resolution images over AWGN and fading channels. This architecture allows …

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
… of text over wireless communications channels for the first time. [29] designed a joint source
channel encoder and a joint source channel decoder for image source. This DL based JSCC …

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

DB Kurka, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… nication methods for adaptive-bandwidth transmission of images over wireless channels.
We consider the scenario in which images are transmitted progressively in layers over time or …

Neural joint source-channel coding

K Choi, K Tatwawadi, A Grover… - International …, 2019 - proceedings.mlr.press
… We consider the problem of encoding images as bit-strings so that they can be reliably …
different levels of channel noise. NECST’s ability to jointly source and channel code yields much …

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
joint sourcechannel coding (JSCC) approach for channel-… Katsaggelos, “Joint source-channel
coding for scalable video … image transmission using deep source channel coding with …

Nonlinear transform source-channel coding for semantic communications

J Dai, S Wang, K Tan, Z Si, X Qin… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
… to upgrade deep joint source-channel coding. The whole … Across test image sources with
various resolutions, we find … the standard deep joint source-channel coding and the classical …

Swinjscc: Taming swin transformer for deep joint source-channel coding

K Yang, S Wang, J Dai, X Qin, K Niu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… As we can see, JSCC for wireless image/video transmission applications is a typical rate
allocation problem between source coding and channel coding [3], which has been studied for …

Deep source-channel coding for sentence semantic transmission with HARQ

P Jiang, CK Wen, S Jin, GY Li - IEEE transactions on …, 2022 - ieeexplore.ieee.org
… , such as image transmission [23], [24]. DL-based joint source and channel coding improves
the peak signal-to-noise ratio according to [23], and high image classification accuracy was …

Toward semantic communications: Deep learning-based image semantic coding

D Huang, F Gao, X Tao, Q Du… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
… A deep learning based joint source-channel coding (JSCC) of text is proposed in [6], which
achieves lower word error rate and preserves semantic information of sentences. Later, the …