Swin transformer-based dynamic semantic communication for multi-user with different computing capacity

LX Nguyen, YL Tun, YK Tun… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Semantic communication has gained significant attention from researchers as a promising
technique to replace conventional communication in the next generation of communication …

Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence

K Kim, YK Tun, MS Munir, W Saad… - NOMS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
The semantic communication system has become one of the promising communication
technologies to support high data-intensive artificial intelligence (AI) applications and …

Importance of Semantic Information Based on Semantic Value

S Gao, X Qin, L Chen, Y Chen, K Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication shows great promise in reducing network traffic and alleviating
spectrum shortage. While many semantic theories have been put forward, how to measure …

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 …

Semantic communication systems with a shared knowledge base

P Yi, Y Cao, X Kang, YC Liang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
With the ability to improve transmission efficiency, deep learning-enabled semantic
communication is regarded as a promising candidate for future 6G networks. Most existing …

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Existing communication systems are mainly built based on Shannon's information theory,
which deliberately ignores the semantic aspects of communication. The recent iteration of …

What is semantic communication? A view on conveying meaning in the era of machine intelligence

Q Lan, D Wen, Z Zhang, Q Zeng, X Chen… - Journal of …, 2021 - ieeexplore.ieee.org
In the 1940s, Claude Shannon developed the information theory focusing on quantifying the
maximum data rate that can be supported by a communication channel. Guided by this …

Innovative semantic communication system

C Dong, H Liang, X Xu, S Han, B Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
Traditional communication systems focus on the transmission process, and the context-
dependent meaning has been ignored. The fact that 5G system has approached Shannon …

Semantic Communications: the New Paradigm Behind Beyond 5G Technologies

G Fernandes, H Fontes, R Campos - arXiv preprint arXiv:2406.00754, 2024 - arxiv.org
Each generation of cellular networks is characterized by its distinct capabilities and
innovations, which reflect the significant milestones reached with each new release. 5G has …

Hybrid semantic-shannon communications

NG Evgenidis, NA Mitsiou, SA Tegos… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Semantic communications are considered a promising beyond-Shannon paradigm to
reduce network traffic and increase reliability, thus making wireless networks more energy …