Large language model enabled semantic communication systems

Z Wang, L Zou, S Wei, F Liao, J Zhuo, H Mi… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) have recently demonstrated state-of-the-art performance
across various natural language processing (NLP) tasks, achieving near-human levels in …

CNN and Attention-Based Joint Source Channel Coding for Semantic Communications in WSNs

X Liu, Z Huang, Y Zhang, Y Jia, W Wen - Sensors, 2024 - mdpi.com
Wireless Sensor Networks (WSNs) have emerged as an efficient solution for numerous real-
time applications, attributable to their compactness, cost-effectiveness, and ease of …

Engineering a Lightweight Deep Joint Source-Channel Coding Based Semantic Communication System

W Zhang, S Wu, S Meng, J He… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Deep joint source-channel coding (DeepJSCC) has emerged as a novel technology in
semantic communication, coinciding with the increasing demand for the edge devices in the …

Integrated Object Detection and Communication for Synthetic Aperture Radar Images

Z Xu, D Xu, L Lin, L Song, D Song… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
In this article, an integrated object detection and communication (IODC) system based on
single-stage detection framework is first proposed for synthetic aperture radar (SAR) images …

Joint Source-Channel Coding for Image Super-Resolution Tasks in Semantic Communications

Z Huang, Y Jia, Y Zhang, X Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image super-resolution (SR) technology is crucial for applications such as telemedicine.
Performing image SR tasks using semantic communication allows the received information …

Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking

T Ren, R Li, M Zhao, X Chen, G Liu, Y Yang… - arxiv preprint arxiv …, 2025 - arxiv.org
Along with the proliferating research interest in Semantic Communication (SemCom), Joint
Source Channel Coding (JSCC) has dominated the attention due to the widely assumed …

Hierarchical Multi-Granularity Joint Source-Channel Coding for Image Semantic Transmission

X Sun, J Yu, C Wu, Y Li, H Zhang - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Deep Joint Source-Channel Coding (DEEPJSCC) is an effective method for realizing
semantic communication. However, the existing DEEPJSCC methods cannot fully exploit the …

LVSC: A Lightweight Video Semantic Communication Method over Wireless Channel

Z Li, B Zhang, Z Wang - Proceedings of the 30th Annual International …, 2024 - dl.acm.org
This paper proposes a lightweight video semantic communication (LVSC) method to enable
end-to-end wireless video transmissions. The proposed LVSC method cuts down the model …