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 …

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 …

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 …