A theory of semantic communication

Y Shao, Q Cao, D Gündüz - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Semantic communication is an emerging research area that has gained a wide range of
attention recently. Despite this growing interest, there remains a notable absence of a …

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …

A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - Wireless Personal …, 2023 - Springer
Research on intelligent wireless network aims at the development of a human society which
is ubiquitous and mobile, simultaneously providing solutions to the coverage, capacity, and …

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 …

Semantic communications: Principles and challenges

Z Qin, X Tao, J Lu, W Tong, GY Li - arXiv preprint arXiv:2201.01389, 2021 - arxiv.org
Semantic communication, regarded as the breakthrough beyond the Shannon paradigm,
aims at the successful transmission of semantic information conveyed by the source rather …

Semantic communications: Overview, open issues, and future research directions

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
With the deployment of the fifth generation (5G) in many countries, people start to think about
what the next-generation of wireless communications will be. The current communication …

A paradigm shift toward semantic communications

K Niu, J Dai, S Yao, S Wang, Z Si… - IEEE …, 2022 - ieeexplore.ieee.org
The last 70 years have witnessed the transition of communication from Shannon's
theoretical concept to current high-efficiency practical systems. Classical communication …

Engineering semantic communication: A survey

D Wheeler, B Natarajan - IEEE Access, 2023 - ieeexplore.ieee.org
As the global demand for data has continued to rise exponentially, some have begun turning
to the idea of semantic communication as a means of efficiently meeting this demand …

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 …

Less data, more knowledge: Building next generation semantic communication networks

C Chaccour, W Saad, M Debbah… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …