AI技术在卫星通信/互联网领域的应用综述

A survey on AI techniques applied in the satellite communication/satellite Internet field

卫星互联网的诞生带来新的发展机遇,同时也具备诸多挑战。主要调研了在空天地一体化的背景下,人工智能(AI)技术作为重要的辅助工具在卫星通信/卫星互联网领域的应用,涉及通信抗干扰、通信路由、星地网络系统架构、星座运营与管理等场景,其中涉及的AI算法包括传统机器学习、深度学习、强化学习等;最后,针对AI技术在卫星通信/互联网领域的发展趋势,提出了未来的研究方向,为我国卫星领域的智能化发展提供了思路和技术方案。

The birth of satellite Internet brings new development opportunities,but also many challenges.How artifi-cial intelligence,as an important auxiliary tool,was widely used in the field of satellite communication/satellite In-ternet in the context of the development of space-air-ground integration,was investigated,which involved communi-cation anti-jamming,communication routing,satellite-terrestrial network system architecture,constellation operation and management and other scenarios.The AI algorithms included traditional machine learning,deep learning,rein-forcement learning and so on.Finally,by taking the development trend of the AI applied in the satellite field into con-sideration,several future research directions were put forward,which provided new ideas and technical solutions for the intelligent development of satellite field in our country.