Semantic communication with memory

H Xie, Z Qin, GY Li - … on Selected Areas in Communications, 2023 - ieeexplore.ieee.org
… Particularly, we investigate a deep learning (DL) based semantic communication system
with memory, named Mem-DeepSC, by considering the scenario question answer task. We …

Intelligent fabric enabled 6G semantic communication system for in-cabin scenarios

Y Tang, N Zhou, Q Yu, D Wu, C Hou… - … Systems, 2022 - ieeexplore.ieee.org
deep learning-based semantic communication model for time-series data. The model supports
semantic communication … a deep learning-based semantic communication model for time-…

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
… on large deep learning models that … semantic structures and meanings of contents further
exacerbate the challenge of adopting the semantic knowledge graph in communication systems

One-to-many semantic communication systems: Design, implementation, performance evaluation

H Hu, X Zhu, F Zhou, W Wu, RQ Hu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
… aim to develop a deep learning-based semantic communication system for the one-to-many
broadcast scenario. Firstly, a novel semantic communication framework consisting of one …

What is semantic communication? A view on conveying meaning in the era of machine intelligence

Q Lan, D Wen, Z Zhang, Q Zeng, X Chen… - … of Communications …, 2021 - ieeexplore.ieee.org
… of semantic communication (SemCom) and conveying meaning through the communication
systems. … This survey also presents the interplay between machine learning and SemCom, …

[HTML][HTML] Semantic segmentation-based semantic communication system for image transmission

J Wu, C Wu, Y Lin, T Yoshinaga, L Zhong… - Digital Communications …, 2023 - Elsevier
… It is inevitable to shift traditional communication to semantic communication. Xie et al.
proposed a deep learning-based semantic communication system [5], called DeepSC, for text …

Deep learning enabled semantic communication systems for video transmission

Z Zhang, Q Yang, S He, J Chen - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
… aim to provide a new semantic communication scheme from the semantic level. In this paper…
-based semantic communication system for video transmission, which compacts semantic-…

Wireless end-to-end image transmission system using semantic communications

MU Lokumarambage, VSS Gowrisetty, H Rezaei… - IEEE …, 2023 - ieeexplore.ieee.org
… to develop a semantic communication system to transmit … Natural language processing
(NLP), powered by deep learning… , a semantic communication system [18] built on deep learning

Semantic communication system based on semantic slice models propagation

C Dong, H Liang, X Xu, S Han… - … in Communications, 2022 - ieeexplore.ieee.org
system and the AI-based encoding techniques, in this manuscript, we present a novel semantic
communication system… propose a deep learning based semantic communication system, …

Vector quantized semantic communication system

Q Fu, H Xie, Z Qin, G Slabaugh… - … Communications Letters, 2023 - ieeexplore.ieee.org
… Abstract—Although analog semantic communication systemssemantic communication
systems. In this paper, we develop a deep learning (DL)-enabled vector quantized (VQ) semantic