Task-Oriented Multi-User Semantic Communications

While semantic communications have shown the potential in the case of single-modal single-users, its applications to the multi-user scenario remain limited. In this paper, we investigate deep learning (DL) based multi-user semantic communication systems for transmitting single-modal data and multimo...

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Bibliographic Details
Published in:	IEEE journal on selected areas in communications Vol. 40; no. 9; pp. 2584 - 2597
Main Authors:	Xie, Huiqiang, Qin, Zhijin, Tao, Xiaoming, Letaief, Khaled B.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Coders Communications systems Deep learning Image retrieval Machine translation Modal data multi-user communications multimodal fusion Receivers Robustness (mathematics) semantic communications Semantics Sentences Task analysis transformer Transformers Transmitters
ISSN:	0733-8716, 1558-0008
Online Access:	Get full text
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