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 …

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 …

DRL-driven dynamic resource allocation for task-oriented semantic communication

H Zhang, H Wang, Y Li, K Long… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Semantic communication has been regarded as a promising technology to serve upcoming
intelligent applications. However, few studies have addressed the problem of resource …

[HTML][HTML] Semantic segmentation-based semantic communication system for image transmission

J Wu, C Wu, Y Lin, T Yoshinaga, L Zhong… - Digital Communications …, 2023 - Elsevier
With the rapid development of artificial intelligence and the widespread use of the Internet of
Things, semantic communication, as an emerging communication paradigm, has been …

Communication-efficient framework for distributed image semantic wireless transmission

B Xie, Y Wu, Y Shi, DWK Ng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multinode communication, which refers to the interaction among multiple devices, has
attracted lots of attention in many Internet of Things (IoT) scenarios. However, its huge …

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 …

Toward intelligent resource allocation on task-oriented semantic communication

H Zhang, H Wang, Y Li, K Long… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Task-oriented semantic communication (TOSC) has significant advantages in reducing the
amount of data transmission and alleviating the scarcity of spectrum resources. Unlike …

Performance optimization for wireless semantic communications over energy harvesting networks

M Chen, Y Wang, HV Poor - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
In this paper, the optimization of semantic communications over energy harvesting networks
is studied. In the considered model, a set of users use semantic communication techniques …

Resource allocation and common message selection for task-oriented semantic information transmission with rsma

Y Cheng, D Niyato, H Du, J Kang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Image transmission over wireless communications can be used in a variety of applications,
such as smart cities, surveillance systems, and Metaverse construction. In this paper, we …

A relay system for semantic image transmission based on shared feature extraction and hyperprior entropy compression

W An, Z Bao, H Liang, C Dong… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Nowadays, the need for high-quality image reconstruction and restoration is more and more
urgent. However, most image transmission systems may suffer from image quality …