SEMUAV: A Cooperative Semantic Communication Method in SATIN

Shaobo Ma, Wei Liang, Boxuan Zhang, Xuan Xue, Ang Gao

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the development of sixth-generation (6G) networks, semantic communication has been recognized as an emerging technology that could provide intelligent Communication, where message is transmitted with less data volume, alleviating the problem of resource constraints. At the same time, the shared unique knowledge base between the transmitter and receiver reduces the risk of messages being intercepted, since the interceptor cannot decode them. In this paper, we combined semantic communication with SATIN and proposed UAV-assisted communication methods named SEMUAV-AF as well as SEMUAV-DF. Meanwhile, we designed a SNR-Adaptive module and a lightweight model for better practical deployment. The simulation results prove that the proposed model is more efficient than the communication without UAV assistance, while adaptive module and lightweight model could also meet expec-tations. Overall, our proposed approach of cooperative semantic communication could improve the performance of SATIN system while ensuring information security.

源语言英语
主期刊名2023 IEEE Globecom Workshops, GC Wkshps 2023
出版商Institute of Electrical and Electronics Engineers Inc.
2129-2134
页数6
ISBN(电子版)9798350370218
DOI
出版状态已出版 - 2023
活动2023 IEEE Globecom Workshops, GC Wkshps 2023 - Kuala Lumpur, 马来西亚
期限: 4 12月 20238 12月 2023

出版系列

姓名2023 IEEE Globecom Workshops, GC Wkshps 2023

会议

会议2023 IEEE Globecom Workshops, GC Wkshps 2023
国家/地区马来西亚
Kuala Lumpur
时期4/12/238/12/23

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