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Semantic Communication in Non-Terrestrial Networks: A Future-Ready Paradigm

Authors :
Peng, Haixia
Zhang, Zihao
Liu, Yiliang
Su, Zhou
Luan, Tom H.
Cheng, Nan
Source :
IEEE Network; 2024, Vol. 38 Issue: 4 p119-127, 9p
Publication Year :
2024

Abstract

Considering the overarching trend in mobile communication development, the extensive coverage and seamless connectivity offered by non-terrestrial networks (NTN) are becoming increasingly essential. NTN communications, characterized by extensive data volumes, hyper-connectivity, and large-scale fading, present notable challenges to traditional communication methods. This paper proposes a semantic communication-based NTN (SC-based NTN) architecture, highlighting its potential applications. However, the integration of semantic communication within NTN faces three key challenges, including multimodality, security, and resource allocation. This paper explores the opportunities presented by artificial intelligence, physical layer security, and intelligent resource management technologies, which promote multimodal, secure, and efficient communications for NTN. Finally, the paper outlines a visionary outlook for SC-based NTN, highlighting its potential impact on the future of mobile networks.

Details

Language :
English
ISSN :
08908044 and 1558156X
Volume :
38
Issue :
4
Database :
Supplemental Index
Journal :
IEEE Network
Publication Type :
Periodical
Accession number :
ejs66961255
Full Text :
https://doi.org/10.1109/MNET.2024.3380817