专题：6G空间互联网AI技术在卫星通信/互联网领域的应用综述刘雅琼1,2,3，吕哲1,2,3，赵亚飞3，寿国础1,2,3（1.先进信息网络北京实验室，北京100876；2.网络体系构建与融合北京市重点实验室，北京100876；3.北京邮电大学信息与通信工程学院，北京100876）摘要：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。关键词：卫星通信；空天地一体化；卫星互联网；AI算法；机器学习中图分类号：TN927文献标志码：Adoi:10.11959/j.issn.1000-0801.2023030AsurveyonAItechniquesappliedinthesatellitecommunication/satelliteInternetfieldLIUYaqiong1,2,3,LYUZhe1,2,3,ZHAOYafei3,SHOUGuochu1,2,31.BeijingLaboratoryofAdvancedInformationNetworks,Beijing100876,China2.BeijingKeyLaboratoryofNetworkSystemArchitectureandConvergence,Beijing100876,China3.SchoolofInformationandCommunicationEngineering,BeijingUniversityofPostsandTelecommunications,Beijing100876,ChinaAbstract:ThebirthofsatelliteInternetbringsnewdevelopmentopportunities,butalsomanychallenges.Howartifi-cialintelligence,asanimportantauxiliarytool,waswidelyusedinthefieldofsatellitecommunication/satelliteIn-ternetinthecontextofthedevelopmentofspace-air-groundintegration,wasinvestigated,whichinvolvedcommuni-cationanti-jamming,communicationrouting,satellite-terrestrialnetworksystemarchitecture,constellationoperationandmanagementandotherscenarios.TheAIalgorithmsincludedtraditionalmachinelearning,deeplearning,rein-forcementlearningandsoon.Finally,bytakingthedevelopmenttrendoftheAIappliedinthesatellitefieldintocon-sideration,severalfutureresearchdirectionswereputforward,whichprovidednewideasandtechnicalsolutionsfortheintelligentdevelopmentofsatellitefieldinourcountry.Keywords:satellitecommunication,space-air-groundintegration,sa...
