A survey on AI techniques applied in the satellite communication/satellite Internet field
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, wa...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2023-02-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023030/ |
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| _version_ | 1841530799650766848 |
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| author | Yaqiong LIU Zhe LYU Yafei ZHAO Guochu SHOU |
| author_facet | Yaqiong LIU Zhe LYU Yafei ZHAO Guochu SHOU |
| author_sort | Yaqiong LIU |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-01b126e4894c42318d12a712faac3f28 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2023-02-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-01b126e4894c42318d12a712faac3f282025-01-15T02:59:00ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012023-02-0139102459570308A survey on AI techniques applied in the satellite communication/satellite Internet fieldYaqiong LIUZhe LYUYafei ZHAOGuochu SHOUThe 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.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023030/satellite communicationspace-air-ground integrationsatellite InternetAI algorithmmachine learning |
| spellingShingle | Yaqiong LIU Zhe LYU Yafei ZHAO Guochu SHOU A survey on AI techniques applied in the satellite communication/satellite Internet field Dianxin kexue satellite communication space-air-ground integration satellite Internet AI algorithm machine learning |
| title | A survey on AI techniques applied in the satellite communication/satellite Internet field |
| title_full | A survey on AI techniques applied in the satellite communication/satellite Internet field |
| title_fullStr | A survey on AI techniques applied in the satellite communication/satellite Internet field |
| title_full_unstemmed | A survey on AI techniques applied in the satellite communication/satellite Internet field |
| title_short | A survey on AI techniques applied in the satellite communication/satellite Internet field |
| title_sort | survey on ai techniques applied in the satellite communication satellite internet field |
| topic | satellite communication space-air-ground integration satellite Internet AI algorithm machine learning |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023030/ |
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