OFDM-based digital semantic communication with importance awareness

C Liu, C Guo, Y Yang, W Ni… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication (SemCom) has received considerable attention for its ability to
reduce data transmission size while maintaining task performance. However, existing works …

Rate Adaptable Multi-Task-Oriented Semantic Communication: An Extended Rate-Distortion Theory Based Scheme

F Liu, Z Sun, Y Yang, C Guo… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Semantic communication, as a new paradigm for next-generation communication, aims to
transmit semantic symbols for artificial intelligence (AI) tasks. Existing research typically …

Disentangled Information Bottleneck guided Privacy-Protective Joint Source and Channel Coding for Image Transmission

L Sun, Y Yang, M Chen, C Guo - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Joint source and channel coding (JSCC) has attracted increasing attention in semantic
communications. However, JSCC is vulnerable to privacy issues due to the high relevance …

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 edge devices in the …

Channel-Blind Joint Source–Channel Coding for Wireless Image Transmission

H Yuan, W Xu, Y Wang, X Wang - Sensors, 2024 - mdpi.com
Joint source–channel coding (JSCC) based on deep learning has shown significant
advancements in image transmission tasks. However, previous channel-adaptive JSCC …

Lightweight Joint Coding-Modulation Optical Fiber Communication System for Point Cloud

W Zhang, Z Yu, H Huang, X Dong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Achieving efficient point cloud (PC) transmission is a fundamental requirement for immersive
holographic-type communication. However, traditional optical fiber communication (TOFC) …

Learned Image Transmission with Hierarchical Variational Autoencoder

G Zhang, H Li, Y Cai, Q Hu, G Yu, R Zhang - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper, we introduce an innovative hierarchical joint source-channel coding (HJSCC)
framework for image transmission, utilizing a hierarchical variational autoencoder (VAE) …

From Analog to Digital: Multi-Order Digital Joint Coding-Modulation for Semantic Communication

G Zhang, P Yang, Y Cai, Q Hu, G Yu - arXiv preprint arXiv:2406.05437, 2024 - arxiv.org
Recent studies in joint source-channel coding (JSCC) have fostered a fresh paradigm in end-
to-end semantic communication. Despite notable performance achievements, present …

Encoding reality with semantic interpretation in metaverse interactions

HTM Tran, HV Nguyen, VP Bui, TN Ha… - … -International Journal of …, 2024 - Elsevier
In the rapidly evolving landscape of the metaverse, efficiently managing and processing vast
amounts of data is a critical challenge. This paper introduces a novel data management …

Adaptive Wireless Image Semantic Transmission and Over-The-Air Testing

J Ding, P Jiang, CK Wen, S Jin - arXiv preprint arXiv:2405.13403, 2024 - arxiv.org
Semantic communication has undergone considerable evolution due to the recent rapid
development of artificial intelligence (AI), significantly enhancing both communication …