H Yuan, W Xu, Y Wang, X Wang - Sensors, 2024 - mdpi.com
Joint source–channel coding (JSCC) based on deep learning has shown significant advancements in image transmission tasks. However, previous channel-adaptive JSCC …
J Pan, H Li, G Zhang, Y Cai, G Yu - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
In recent developments, deep learning (DL)-based joint source-channel coding (JSCC) for wireless image transmission has made significant strides in performance enhancement …
J Xu, B Ai, W Chen, A Yang, P Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recent research on joint source channel coding (JSCC) for wireless communications has achieved great success owing to the employment of deep learning (DL). However, the …
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 …
C Karamanli, TY Tung… - WSA & SCC 2023; 26th …, 2023 - ieeexplore.ieee.org
Machine learning techniques have recently offered powerful tools for designing joint source- channel coding (JSCC) schemes with impressive performance results. Recent works have …
N Huang, W Hua, L Chen - 2023 IEEE/CIC International …, 2023 - ieeexplore.ieee.org
Compared with traditional architecture of separated source-channel coding schemes, deep joint source-channel coding (D-JSCC) has advantages in having smaller delay and better …
M Song, N Ma, C Dong, X Xu, P Zhang - Electronics, 2023 - mdpi.com
The implementation of joint source-channel coding (JSCC) schemes using deep learning has accelerated the development of semantic communication research. Existing JSCC …
Y Fang, Q He, D Ding, H Shan, L Yu… - … and Signal Processing …, 2023 - ieeexplore.ieee.org
Recent research on joint source channel coding (JSCC) for wireless image communications has achieved great success owing to the employment of deep learning (DL). However, most …
G Zhang, Q Hu, Y Cai, G Yu - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
Recently, deep learning-enabled joint-source channel coding (JSCC) has received increasing attention due to its great success in image transmission. However, most existing …