Compression before Fusion: Broadcast Semantic Communication System for Heterogeneous Tasks

M Gong, S Wang, F Ye, S Bi - arXiv preprint arXiv:2401.17669, 2024 - arxiv.org
Semantic communication has emerged as new paradigm shifts in 6G from the conventional
syntax-oriented communications. Recently, the wireless broadcast technology has been …

End-to-End Generative Semantic Communication Powered by Shared Semantic Knowledge Base

S Li, Y Sun, J Zhang, K Cai, S Cui, X Xu - arXiv preprint arXiv:2405.05738, 2024 - arxiv.org
Semantic communication has drawn substantial attention as a promising paradigm to
achieve effective and intelligent communications. However, efficient image semantic …

Deep Learning Based Superposition Coded Modulation for Hierarchical Semantic Communications over Broadcast Channels

Y Bo, S Shao - arXiv preprint arXiv:2401.01564, 2024 - arxiv.org
We consider multi-user semantic communications over broadcast channels. While most
existing works consider that each receiver requires either the same or independent semantic …

Semantic Entropy Can Simultaneously Benefit Transmission Efficiency and Channel Security of Wireless Semantic Communications

Y Rong, G Nan, M Zhang, S Chen, S Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently proliferated deep learning-based semantic communications (DLSC) focus on how
transmitted symbols efficiently convey a desired meaning to the destination. However, the …

Semantic and goal-oriented signal processing: semantic extraction

M Gök - 2022 - search.proquest.com
Advances in machine learning technology have enabled real-time extraction of semantic
information in signals, which has the potential to revolutionize signal processing techniques …

Semantic information theory: Recent advances and future challenges

G Xin, P Fan, KB Letaief - 2023 - preprints.org
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …

Selection-Based Image Generation for Semantic Communication Systems

C Liang, D Li, Z Lin, H Cao - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
Efficient image transmission while preserving semantic information is crucial for many
applications but poses challenges when communication channels have limited capacity …

可扩展分层次编译码的语义通信系统

张聿远, 赵海涛, 魏急波, 曹阔, 张亦弛, 罗鹏… - 通信 …, 2023 - infocomm-journal.com
针对目前文本语义通信大部分研究主要依靠仿真系统进行理论验证的问题,
利用分层次编译码架构在语义层次和语法层次上的分离性, 提出了一种可扩展分层次的语义通信 …

Multi-User Semantic Fusion for Semantic Communications over Degraded Broadcast Channels

T Wu, Z Chen, M Tao, B Xia, W Zhang - arXiv preprint arXiv:2406.10556, 2024 - arxiv.org
Degraded broadcast channels (DBC) are a typical multiuser communication scenario,
Semantic communications over DBC still lack in-depth research. In this paper, we design a …

Lightweight and Robust Wireless Semantic Communications

G Chen, G Nan, Z Jiang, H Du, R Shi… - IEEE …, 2024 - ieeexplore.ieee.org
In this letter, we present SemGuarder, a novel deep learning-based semantic
communication (DLSC) system that simultaneously incorporates physical-layer semantic …