Semantic communications for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Communications …, 2022 - ieeexplore.ieee.org
Semantic communication (SemCom), a revolutionary architecture that integrates user as
well as application requirements and the meaning of information into data processing and …

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

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
… , the semantic information can be “interpreted” successfully at a receiver. Therefore, semantic
… -end (E2E) communication based semantic communications will be given and open issues …

RIS-enhanced semantic communications adaptive to user requirements

P Jiang, CK Wen, S Jin, GY Li - … on Communications, 2024 - ieeexplore.ieee.org
… conditions and changing user requirements, along with their ability to conserve limited
resources and reconstruct less important semantic parts. Finally, Section VI concludes the paper. …

Task-oriented multi-user semantic communications

H Xie, Z Qin, X Tao, KB Letaief - … Areas in Communications, 2022 - ieeexplore.ieee.org
While semantic communications have shown the potential in the case of single-modal single-users,
its applications to the multi-user scenario remain limited. In this paper, we investigate …

A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - … Communications, 2023 - Springer
… A possible solution to this problem will be that a semantic orientated feedback, stating the
requirement of a re-transmission, may be sent by the means of the interpreter on the receiver …

Secure semantic communications: Fundamentals and challenges

Z Yang, M Chen, G Li, Y Yang, Z Zhang - IEEE Network, 2024 - ieeexplore.ieee.org
… information to meet communication service requirements (ie, delay). However, … the use of
covert communications for semantic information transmission. In semantic communications, we …

Semantic communications with artificial intelligence tasks: Reducing bandwidth requirements and improving artificial intelligence task performance

Y Yang, C Guo, F Liu, L Sun, C Liu… - IEEE Industrial …, 2022 - ieeexplore.ieee.org
… This work proposes to use the gradients of the output of the CNN with respect to feature
maps as the importance weights of the feature map to different classes. Note that the output of …

Towards Natively Intelligent Semantic Communications and Networking

SE Trevlakis, N Pappas… - … of the Communications …, 2024 - ieeexplore.ieee.org
… with use-case-specific requirements that must be accounted for [7]. Thus, the requirement to
… the three major layers of communications as technical, semantic, and effectiveness [9]. The …

Towards semantic communications: A paradigm shift

K Niu, J Dai, S Yao, S Wang, Z Si, X Qin… - arXiv preprint arXiv …, 2022 - arxiv.org
requirement. … of semantic communications, its gain analyzed from the information theory
perspective, a method to calculate the semantic compression bound, and an exemplary use

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
… on contents, requirements, as well as semantics. This has sparked significant interest in
semantic com… In this article, we first review classic semantic communication frameworks and then …