Large ai model-based semantic communications

F Jiang, Y Peng, L Dong, K Wang… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Semantic communication (SC) is an emerging intelligent paradigm, offering solutions for
various future applications like metaverse, mixed reality, and the Internet of everything …

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 …

Deepma: End-to-end deep multiple access for wireless image transmission in semantic communication

W Zhang, K Bai, S Zeadally, H Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Semantic communication is a new paradigm that exploits deep learning models to enable
end-to-end (E2E) communications processes, and recent studies have shown that it can …

How to evaluate semantic communications for images with vitscore metric?

T Zhu, B Peng, J Liang, T Han, H Wan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications (SC) have been expected to be a new paradigm shifting to
catalyze the next generation communication, whose main concerns shift from accurate bit …

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 one of the key techniques to realize semantic communications, end-to-end optimized
neural joint source-channel coding (JSCC) has made great progress over the past few …

Alleviating distortion accumulation in multi-hop semantic communication

G Zhang, Q Hu, Y Cai, G Yu - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
Recently, semantic communication has been investigated to boost the performance of end-
to-end image transmission systems. However, existing semantic approaches are generally …

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
In this paper, we propose a novel joint source-channel coding (JSCC) approach for channel-
adaptive digital semantic communications. In semantic communication systems with digital …

Next Generation Advanced Transceiver Technologies for 6G

C You, Y Cai, Y Liu, M Di Renzo, TM Duman… - arXiv preprint arXiv …, 2024 - arxiv.org
To accommodate new applications such as extended reality, fully autonomous vehicular
networks and the metaverse, next generation wireless networks are going to be subject to …

Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications

N Islam, S Shin - arXiv preprint arXiv:2401.12800, 2024 - arxiv.org
Deep Learning (DL) has enabled a paradigm shift in wireless communication system with
data driven end-to-end (E2E) learning and optimization of the Physical Layer (PHY). By …

A Robust Semantic Text Communication System

X Peng, Z Qin, X Tao, J Lu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication is increasingly viewed as a promising solution to improve the
transmission efficiency. However, semantic communications are susceptible not only to …