SCAN: Semantic communication with adaptive channel feedback

G Zhang, Q Hu, Y Cai, G Yu - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
In existing semantic communication systems for image transmission, some images are
generally reconstructed with considerably low quality. As a result, the reliable transmission …

Task-driven semantic coding via reinforcement learning

X Li, J Shi, Z Chen - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Task-driven semantic video/image coding has drawn considerable attention with the
development of intelligent media applications, such as license plate detection, face …

Communication-efficient framework for distributed image semantic wireless transmission

B Xie, Y Wu, Y Shi, DWK Ng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multinode communication, which refers to the interaction among multiple devices, has
attracted lots of attention in many Internet of Things (IoT) scenarios. However, its huge …

Wireless image transmission with semantic and security awareness

M Zhang, Y Li, Z Zhang, G Zhu… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Semantic communication is an increasingly popular framework for wireless image
transmission due to its high communication efficiency. With the aid of the joint-source-and …

Rethinking modern communication from semantic coding to semantic communication

K Lu, Q Zhou, R Li, Z Zhao, X Chen… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Modern communications are usually designed to pursue a higher bit-level precision and
fewer bits while transmitting a message. This article rethinks these two major features and …

OFDM-guided deep joint source channel coding for wireless multipath fading channels

M Yang, C Bian, HS Kim - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
We investigate joint source channel coding (JSCC) for wireless image transmission over
multipath fading channels. Inspired by recent works on deep learning based JSCC and …

Semantic coding for text transmission: An iterative design

S Yao, K Niu, S Wang, J Dai - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
We consider the wireless text transmission using joint source-channel coding (JSCC).
Classical source coding only considers the syntactic information based on probabilistic …

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 …

Computing networks enabled semantic communications

Z Qin, J Ying, D Yang, H Wang, X Tao - IEEE Network, 2024 - ieeexplore.ieee.org
Semantic communication has shown great potential in boosting the effectiveness and
reliability of communications. However, its systems to date are mostly enabled by deep …

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 …