TY - JOUR
T1 - Semantic Communication in Non-Terrestrial Networks
T2 - A Future-Ready Paradigm
AU - Peng, Haixia
AU - Zhang, Zihao
AU - Liu, Yiliang
AU - Su, Zhou
AU - Luan, Tom H.
AU - Cheng, Nan
N1 - Publisher Copyright:
© 1986-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85189649505
U2 - 10.1109/MNET.2024.3380817
DO - 10.1109/MNET.2024.3380817
M3 - 文章
AN - SCOPUS:85189649505
SN - 0890-8044
VL - 38
SP - 119
EP - 127
JO - IEEE Network
JF - IEEE Network
IS - 4
ER -