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Survey of research on multimodal semantic communication

Authors :
Zhijin QIN
Tantan ZHAO
Fan LI
Xiaoming TAO
Source :
Tongxin xuebao, Vol 44, Pp 28-41 (2023)
Publication Year :
2023
Publisher :
Editorial Department of Journal on Communications, 2023.

Abstract

With the cross-integration of artificial intelligence and communications, technologies for processing multimodal data such as text, image, audio, and video are booming, the shared dimension of modal semantics is deeply excavated, and the characteristics of multimodal semantic information such as high abstraction, intelligence and simplicity are being fully utilized, which brings new ideas and means to semantic communications.First, the fundamental theories and classifications of semantic communication were introduced, and the research status of single-modal semantic communication was reviewed for text, image, audio, and video respectively.Then, the research status of multimodal semantic communication was reviewed, and multimodal data fusion technology and secure semantic communication were introduced.Finally, the challenges faced by multimodal semantic communication were summarized.

Details

Language :
Chinese
ISSN :
1000436X
Volume :
44
Database :
Directory of Open Access Journals
Journal :
Tongxin xuebao
Publication Type :
Academic Journal
Accession number :
edsdoj.5dc4dc1a7d1746969b1f75948f3afeea
Document Type :
article
Full Text :
https://doi.org/10.11959/j.issn.1000-436x.2023105