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 …
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
Wireless Sensor Networks (WSNs) have emerged as an efficient solution for numerous real-
time applications, attributable to their compactness, cost-effectiveness, and ease of …
time applications, attributable to their compactness, cost-effectiveness, and ease of …
Engineering a Lightweight Deep Joint Source-Channel Coding Based Semantic Communication System
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 …
semantic communication, coinciding with the increasing demand for the edge devices in the …
Integrated Object Detection and Communication for Synthetic Aperture Radar Images
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 …
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
Image super-resolution (SR) technology is crucial for applications such as telemedicine.
Performing image SR tasks using semantic communication allows the received information …
Performing image SR tasks using semantic communication allows the received information …
Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking
Along with the proliferating research interest in Semantic Communication (SemCom), Joint
Source Channel Coding (JSCC) has dominated the attention due to the widely assumed …
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 …
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 …
end-to-end wireless video transmissions. The proposed LVSC method cuts down the model …