Performance optimization for semantic communications: An attention-based learning approach

Y Wang, M Chen, W Saad, T Luo… - … Communications …, 2021 - ieeexplore.ieee.org
… the quality of the semantic communication, we proposed a metric of semantic similarity (MSS…
the semantic accuracy of the recovered text, the proposed MSS jointly capture the semantic

Performance optimization for semantic communications: An attention-based reinforcement learning approach

Y Wang, M Chen, T Luo, W Saad… - … in Communications, 2022 - ieeexplore.ieee.org
… • We consider a semantic communication network in which a base station (BS) uses
semantic communication techniques to extract the meaning of the text data and transmits it to its …

Performance optimization for wireless semantic communications over energy harvesting networks

M Chen, Y Wang, HV Poor - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
… Abstract—In this paper, the optimization of semantic communications … the optimization of
semantic communication over energy harvesting networks. We have formulated an optimization

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

W Yang, H Du, ZQ Liew, WYB Lim… - … Communications …, 2022 - ieeexplore.ieee.org
… been to optimize data-oriented performance metrics, such as … all communications that
take into account the semantic or … categories: semantic-oriented communication, goal-oriented …

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
… In this article, we first review classic semantic communication … some semantic communication
processes such as semantic … ficient, especially for communication between a single source …

A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - … Communications, 2023 - Springer
… In what follows, we present few optimization techniques which could be adopted with CLD …
via semantic communications to improve their performance. 4.1 Holographic Communications

Semantic communication meets edge intelligence

W Yang, ZQ Liew, WYB Lim, Z Xiong… - … Communications, 2022 - ieeexplore.ieee.org
… However, the semantic extraction (SE) procedure … communication overhead of information
exchange. Finally, we present a case study involving semantic-aware resource optimization

Optimization of image transmission in cooperative semantic communication networks

W Zhang, Y Wang, M Chen, T Luo… - … Communications, 2023 - ieeexplore.ieee.org
… Abstract—In this paper, a semantic communication framework for image data transmission
semantic communication techniques, which enable servers to transmit only the semantic

[HTML][HTML] A survey on semantic communications: technologies, solutions, applications and challenges

Y Liu, X Wang, Z Ning, MC Zhou, L Guo… - Digital Communications …, 2023 - Elsevier
… Consequently, how to design a semantic encoder and decoder to form an integrated … impact
on communication performance. Therefore, the performance optimization of semantic coding …

Engineering semantic communication: A survey

D Wheeler, B Natarajan - IEEE Access, 2023 - ieeexplore.ieee.org
… The key idea is that this optimization will yield semantic communication by “the provisioning
of the right piece of information to the right point of computation (or actuation) at the right …