人工智能驱动的跨模态语义通信系统

摘要：概述了跨模态语义通信的相关研究背景，具体包括语义通信面临的两大挑战、跨模态通信的核心思想，以及跨模态语义通信具有的优势与存在的研究空白。针对跨模态语义通信尚存在的研究空白，在人工智能技术的驱动下，提出跨模态语义通信系统架构，详细介绍了跨模态语义通信的核心思想、关键技术，以及实践落地中需要考虑的重要因素。探讨了跨模态语义通信系统的应用场景以及存在的挑战。

关键词：跨模态语义通信；人工智能；语义关联；语义知识库

Abstract: The research background of cross-modal semantic communications is summarized, including the two major challenges faced by semantic communications, the core concepts of cross-modal communications, as well as the advantages and existing research gaps in cross-modal semantic communications. To address these gaps, a system architecture of cross-modal semantic communications driven by artificial intelligence technology is proposed. The core ideas, key technologies, and important factors to consider in the practical implementation of cross-modal semantic communications are introduced in detail. Additionally, the application scenarios and existing challenges of the cross-modal semantic communications are explored.

Keywords: cross-modal semantic communications; artificial intelligence; semantic correlation; semantic knowledge base