Multimodal and Multiuser Semantic Communications for Channel-Level Information Fusion

Xuewen Luo, Ruobin Gao, Hsiao Hwa Chen, Shuyi Chen, Qing Guo, Ponnuthurai Nagaratnam Suganthan

研究成果: Article同行評審

6 引文 斯高帕斯(Scopus)

摘要

Recently, semantic communication emerged as one of the enabling technologies for intelligent communications and multimodal information fusion plays an important role therein, where various sensors collect environment information to generate complementary multimodal data. In this article, we propose a new multimodal information fusion scheme for multi-user semantic communications, namely channel-level information fusion, taking into account the nature of signal transmission in wireless channels. In the proposed scheme, wireless channel acts as a medium to fuse multi-modal data and the received signal is viewed as the fused information, such that a receiver can retrieve semantic information without a need to perform multiuser signal detection. In addition, semantic precoding is used to mitigate the randomness effect of wireless channels in fusion. A case study is conducted to validate the effectiveness of the proposed fusion scheme, followed by a discussion on the open issues and challenges to be tackled.

原文English
頁(從 - 到)117-125
頁數9
期刊IEEE Wireless Communications
31
發行號2
DOIs
出版狀態Published - 2024 4月 1

All Science Journal Classification (ASJC) codes

  • 電腦科學應用
  • 電氣與電子工程

指紋

深入研究「Multimodal and Multiuser Semantic Communications for Channel-Level Information Fusion」主題。共同形成了獨特的指紋。

引用此