A joint communication and computation design for semantic wireless communication with probability graph

Z Zhao, Z Yang, X Gan, QV Pham, C Huang… - Journal of the Franklin …, 2024 - Elsevier
In this paper, the problem of joint communication and computation design for probability
graph-based semantic communication over wireless networks is investigated. In the …

A Joint Communication and Computation Design for Probabilistic Semantic Communications

Z Zhao, Z Yang, M Chen, Z Zhang, HV Poor - Entropy, 2024 - mdpi.com
In this paper, the problem of joint transmission and computation resource allocation for a
multi-user probabilistic semantic communication (PSC) network is investigated. In the …

Energy efficient semantic communication over wireless networks with rate splitting

Z Yang, M Chen, Z Zhang… - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
In this paper, the problem of wireless resource allocation and semantic information
extraction for energy efficient semantic communications over wireless networks with rate …

Semantic information extraction for text data with probability graph

Z Zhao, Z Yang, Y Hu, L Lin… - 2023 IEEE/CIC …, 2023 - ieeexplore.ieee.org
In this paper, the problem of semantic information extraction for resource constrained text
data transmission is studied. In the considered model, a sequence of text data need to be …

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 …

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

Y Wang, M Chen, T Luo, W Saad… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, a semantic communication framework is proposed for textual data
transmission. In the studied model, a base station (BS) extracts the semantic information …

Wireless resource management in intelligent semantic communication networks

L Xia, Y Sun, X Li, G Feng… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
The prosperity of artificial intelligence (AI) has laid a promising paradigm of communication
system, ie, intelligent semantic communication (ISC), where semantic contents, instead 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 …

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

Y Wang, M Chen, W Saad, T Luo… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
In this paper, a semantic communication framework is proposed for wireless networks. In the
proposed framework, a base station (BS) extracts the semantic information from textual data …

Robust semantic communication driven by knowledge graph

L Hu, Y Li, H Zhang, L Yuan, F Zhou… - 2022 9th International …, 2022 - ieeexplore.ieee.org
Semantic communications could improve the transmission efficiency significantly by
extracting the semantic information. In contrast to traditional communication systems …