Predictive and adaptive deep coding for wireless image transmission in semantic communication

W Zhang, H Zhang, H Ma, H Shao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Semantic communication is a newly emerged communication paradigm that exploits deep
learning (DL) models to realize communication processes like source coding and channel …

Non-orthogonal multiple access enhanced multi-user semantic communication

W Li, H Liang, C Dong, X Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Semantic communication has served as a novel paradigm and attracted a broad interest
from researchers. One critical aspect of it is the multi-user semantic communication theory …

Joint coding-modulation for digital semantic communications via variational autoencoder

Y Bo, Y Duan, S Shao, M Tao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications have emerged as a new paradigm for improving communication
efficiency by transmitting the semantic information of a source message that is most relevant …

Rate-adaptive coding mechanism for semantic communications with multi-modal data

Y He, G Yu, Y Cai - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
Recently, the ever-increasing demand for bandwidth in multi-modal communication systems
requires a paradigm shift. Powered by deep learning, semantic communications are applied …

Distributed deep joint source-channel coding over a multiple access channel

SF Yilmaz, C Karamanlı… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
We consider distributed image transmission over a noisy multiple access channel (MAC)
using deep joint source-channel coding (DeepJSCC). It is known that Shannon's separation …

High perceptual quality wireless image delivery with denoising diffusion models

SF Yilmaz, X Niu, B Bai, W Han, L Deng… - arXiv preprint arXiv …, 2023 - arxiv.org
We consider the image transmission problem over a noisy wireless channel via deep
learning-based joint source-channel coding (DeepJSCC) along with a denoising diffusion …

Semantic communications system with model division multiple access and controllable coding rate for point cloud

X Liu, H Liang, Z Bao, C Dong, X Xu - arXiv preprint arXiv:2307.06027, 2023 - arxiv.org
Point cloud, as a 3D representation, is widely used in autonomous driving, virtual reality
(VR), and augmented reality (AR). However, traditional communication systems think that …

Text semantic communication systems with sentence-level semantic fidelity

B Tang, Q Li, L Huang, Y Yin - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
Semantic communication systems have been proposed for efficient text transmissions in
recent years. However, most existing methods mainly focus on word-level recovery, which …

Optical fiber communication system based on intelligent joint source-channel coded modulation

H Huang, L Cheng, Z Yu, W Zhang… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
To improve the information transmission ability of point-to-point optical fiber communication
systems, we propose and experimentally demonstrate an optical fiber communication …

BmmW: A DNN-based joint BLE and mmWave radar system for accurate 3D localization with goal-oriented communication

P Li, J Singh, H Cui, CA Boano - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Bluetooth Low Energy (BLE) has emerged as one of the reference technologies for
the development of indoor localization systems, due to its increasing ubiquity, low-cost …