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 2022-09, Vol.40 (9), p.2584-2597
Main Authors: Xie, Huiqiang, Qin, Zhijin, Tao, Xiaoming, Letaief, Khaled B.
Format: Article
Language:English
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
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