Advances and challenges in semantic communications: A systematic review

P Zhang, Y Liu, Y Song, J Zhang - National Science Open, 2024 - nso-journal.org
Inspired by the recent success of machine learning (ML), the concept of semantic
communication introduced by Weaver in 1949 has gained significant attention and has …

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-A Comprehensive Survey for Future Research Issues

SJ Lee, YH Lee - … on Ubiquitous and Future Networks (ICUFN), 2024 - ieeexplore.ieee.org
Semantic communication, aimed at conveying data meaning, emerges as a promising
approach within information theory to address the limitations of current communication …

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 …

Semantic Communication: A Survey of Its Theoretical Development

G Xin, P Fan, KB Letaief - 2024 - preprints.org
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …

Towards Effective and Interpretable Semantic Communications

Y Wu, Y Shi, S Ma, C Jiang, W Zhang… - IEEE Network, 2024 - ieeexplore.ieee.org
With the exponential surge in traffic data and the pressing need for ultra-low latency in
emerging intelligence applications, it is envisioned that 6G will demand disruptive …

Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts

J Choi, J Park, E Grassucci… - 2024 IEEE 99th …, 2024 - ieeexplore.ieee.org
Semantic communication, emerging as a promising paradigm for data transmission, offers
an innovative departure from the constraints of Shannon theory, heralding significant …

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 …

A Survey on Semantic Communications System Based on Multi-modal Data

TT Win, D Won, QT Do, J Oh, PTT Hien… - 2024 International …, 2024 - ieeexplore.ieee.org
The recent integration of deep learning with Semantic Communications (SC) has led to
innovative advancements in the field of communication. In this survey paper, we extensively …

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 …