Task-oriented explainable semantic communications

S Ma, W Qiao, Y Wu, H Li, G Shi, D Gao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Semantic communications utilize the transceiver computing resources to alleviate scarce
transmission resources, such as bandwidth and energy. Although the conventional deep …

Fast: Fidelity-adjustable semantic transmission over heterogeneous wireless networks

P Li, G Cheng, J Kang, R Yu, L Qian… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
In this work, we investigate the challenging problem of on-demand semantic communication
over heterogeneous wireless networks. We propose a fidelity-adjustable semantic …

Task-oriented semantic communication over rate splitting enabled wireless control systems for urllc services

C Zeng, JB Wang, M Xiao, C Ding… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Due to long-term reliability, wireless control systems (WCSs) have attracted significant
interest recently. However, mission-critical control requires stringent ultra-reliability and low …

A unified multi-task semantic communication system with domain adaptation

G Zhang, Q Hu, Z Qin, Y Cai… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
The task-oriented semantic communication sys-tems have achieved significant performance
gain, however, the paradigm that employs a model for a specific task might be limited, since …

A unified multi-task semantic communication system for multimodal data

G Zhang, Q Hu, Z Qin, Y Cai, G Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Task-oriented semantic communications have achieved significant performance gains.
However, the employed deep neural networks in semantic communications have to be …

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 …

Uav-assisted semantic communication with hybrid action reinforcement learning

P Si, J Zhao, KY Lam, Q Yang - GLOBECOM 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In this paper, we aim to explore the use of uplink semantic communications with the
assistance of UAV in order to improve data collection effiicency for metaverse users in …

Semantic importance-aware communications using pre-trained language models

S Guo, Y Wang, S Li, N Saeed - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
This letter proposes a semantic importance-aware communication (SIAC) scheme using pre-
trained language models (eg, ChatGPT, BERT, etc.). Specifically, we propose a cross-layer …

Optimal resource allocation in simultaneous cooperative spectrum sensing and energy harvesting for multichannel cognitive radio

X Liu, F Li, Z Na - IEEE Access, 2017 - ieeexplore.ieee.org
In this paper, a simultaneous cooperative spectrum sensing and energy harvesting model is
proposed to improve the transmission performance of the multichannel cognitive radio. The …

An Asynchronous Multi-Task Semantic Communication Method

Z Tian, H Vo, C Zhang, G Min, S Yu - IEEE Network, 2023 - ieeexplore.ieee.org
Semantic communication has sparked great interest, due to the rising demands of emerging
applications on high communication capacity and low latency. The majority of existing …