星地融合网络智能路由技术综述  

Review of Intelligent Routing Technology in Integrated Satellite-Ground Network

作　　者：曹素芝[1] 孙雪 王厚鹏[1,2] 韩佳蓉 潘思妍 闫蕾 CAO Suzhi;SUN Xue;WANG Houpeng;HAN Jiarong;PAN Siyan;YAN Lei(Key Laboratory of Space Utilization,Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences,Beijing 100094,China;University of Chinese Academy of Sciences,Beijing 100049,China)

机构地区：[1]中国科学院空间应用工程与技术中心中国科学院太空应用重点实验室,北京100094 [2]中国科学院大学,北京100049

出　　处：《天地一体化信息网络》2021年第2期11-19,共9页Space-Integrated-Ground Information Networks

摘　　要：针对星地融合网络面临的复杂路由问题,调研基于软件定义的星地融合网络及智能路由研究进展,探讨基于深度强化学习的星上路由机制的训练与部署方案,并结合空间智能计算平台进行具体分析。In view of the complex routing problems faced by the integrated satellite-ground network,the research progress of softwaredefi ned integrated satellite-ground network and intelligent routing was investigated.The training and deployment schemes of on-orbit routing mechanisms based on deep reinforcement learning were discussed,and a specifi c analysis was made in conjunction with the space intelligent computing platform.

关 键 词：星地融合网络 软件定义网络 智能路由 深度学习 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]