Semantic change driven generative semantic communication framework

W Yang, Z Xiong, H Du, Y Yuan… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
The burgeoning generative artificial intelligence technology offers novel insights into the
development of semantic communication (SemCom) frameworks. These frameworks hold …

A generalized semantic communication system: From sources to channels

Z Qin, F Gao, B Lin, X Tao, G Liu… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Semantic communication is regarded as the breakthrough beyond the Shannon paradigm,
which transmits the semantic information only to improve the communication efficiency …

Adaptive bit rate control in semantic communication with incremental knowledge-based HARQ

Q Zhou, R Li, Z Zhao, Y Xiao… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Semantic communication has witnessed a great progress with the development of natural
language processing (NLP) and deep learning (DL). Although existing semantic …

One-to-many semantic communication systems: Design, implementation, performance evaluation

H Hu, X Zhu, F Zhou, W Wu, RQ Hu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Semantic communication in the 6G era has been deemed a promising communication
paradigm to break through the bottleneck of traditional communications. However, its …

Optimization of image transmission in cooperative semantic communication networks

W Zhang, Y Wang, M Chen, T Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, a semantic communication framework for image data transmission is
developed. In the investigated framework, a set of servers cooperatively transmit image data …

Text semantic communication systems with sentence-level semantic fidelity

B Tang, Q Li, L Huang, Y Yin - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
Semantic communication systems have been proposed for efficient text transmissions in
recent years. However, most existing methods mainly focus on word-level recovery, which …

Adaptive modulation and retransmission scheme for semantic communication systems

H Gao, G Yu, Y Cai - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
Traditional adaptive modulation scheme aims to maximize the spectral efficiency by
selecting the appropriate modulation scheme under the premise of perfect bit-level data …

Semantic communication with adaptive universal transformer

Q Zhou, R Li, Z Zhao, C Peng… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
With the development of deep learning (DL), natural language processing (NLP) makes it
possible for us to analyze and understand a large amount of language texts. Accordingly, we …

Transceiver cooperative learning-aided semantic communications against mismatched background knowledge bases

Y Wang, S Guo - arXiv preprint arXiv:2301.03133, 2023 - arxiv.org
Semantic communications learned on background knowledge bases (KBs) have been
identified as a promising technology for communications between intelligent agents. Existing …

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 …