| AI技术在卫星通信/互联网领域的应用综述 |
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| 引用本文： | 刘雅琼,吕哲,赵亚飞,寿国础. AI技术在卫星通信/互联网领域的应用综述[J]. 电信科学, 2023, 39(2): 10-24. DOI: 10.11959/j.issn.1000-0801.2023030 |
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| 作者姓名： | 刘雅琼 吕哲 赵亚飞 寿国础 |
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| 作者单位： | 先进信息网络北京实验室,北京 100876;网络体系构建与融合北京市重点实验室,北京 100876;北京邮电大学信息与通信工程学院,北京 100876;北京邮电大学信息与通信工程学院,北京 100876 |
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| 基金项目： | 北京市科技计划项目(Z221100007722012) |
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| 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。
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| 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 |
A survey on AI techniques applied in the satellite communication/satellite Internet field |
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| Yaqiong LIU,Zhe LYU,Yafei ZHAO,Guochu SHOU. A survey on AI techniques applied in the satellite communication/satellite Internet field[J]. Telecommunications Science, 2023, 39(2): 10-24. DOI: 10.11959/j.issn.1000-0801.2023030 |
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| Authors: | Yaqiong LIU Zhe LYU Yafei ZHAO Guochu SHOU |
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| Affiliation: | 1. Beijing Laboratory of Advanced Information Networks, Beijing 100876, China;2. Beijing Key Laboratory of Network System Architecture and Convergence, Beijing 100876, China;3. School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China |
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| Abstract: | The birth of satellite Internet brings new development opportunities, but also many challenges.How artificial intelligence, as an important auxiliary tool, was widely used in the field of satellite communication/satellite Internet in the context of the development of space-air-ground integration, was investigated, which involved communication 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, reinforcement learning and so on.Finally, by taking the development trend of the AI applied in the satellite field into consideration, several future research directions were put forward, which provided new ideas and technical solutions for the intelligent development of satellite field in our country. |
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| Keywords: | satellite communication space-air-ground integration satellite Internet AI algorithm machine learning |
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