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

Yaqiong LIU; Zhe LYU; Yafei ZHAO; Guochu SHOU

doi:10.11959/j.issn.1000-0801.2023030

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

Topic: 6G Space Internet | 更新时间：2024-06-05

- A survey on AI techniques applied in the satellite communication/satellite Internet field
- Telecommunications Science Vol. 39, Issue 2, Pages: 10-24(2023)
- 作者机构：
  
  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
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2023030
  CLC： TN927
- Published Online：2023-02，
  
  Published：20 February 2023
- 稿件说明：
移动端阅览
Yaqiong LIU, Zhe LYU, Yafei ZHAO, et al. A survey on AI techniques applied in the satellite communication/satellite Internet field[J]. Telecommunications science, 2023, 39(2): 10-24.
DOI：

Yaqiong LIU, Zhe LYU, Yafei ZHAO, et al. 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.

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。

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.

关键词

Keywords

references

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