Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities
In multi-layer heterogeneous satellite internet, the time-varying topology, dynamic channel quality, unstable satellites and emerging high-dimensional data present daunting challenges to its maintenance and management system.Thanks to its ability to learn from massive historical data or interaction...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Post&Telecom Press Co.,LTD
2021-12-01
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| Series: | 天地一体化信息网络 |
| Subjects: | |
| Online Access: | http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2021046/ |
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| _version_ | 1841533893929336832 |
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| author | Siqi TANG Zhisong PAN Guyu HU Yang WU Yunbo LI |
| author_facet | Siqi TANG Zhisong PAN Guyu HU Yang WU Yunbo LI |
| author_sort | Siqi TANG |
| collection | DOAJ |
| description | In multi-layer heterogeneous satellite internet, the time-varying topology, dynamic channel quality, unstable satellites and emerging high-dimensional data present daunting challenges to its maintenance and management system.Thanks to its ability to learn from massive historical data or interaction with dynamic environment, artificial intelligence has been considered to be a promising solution to meet the aforementioned challenge.In this paper, we reviewed the research status of intelligent satellite internet maintenance and management technology on the following three aspects, network resource management, traff c fl ow management and network state management.Based on the above introduction, we further discussed the limitation of existing research and discussed promising future research direction of this fi eld as well. |
| format | Article |
| id | doaj-art-5af2f382d9aa4a639ce7f9afdeea9de8 |
| institution | Kabale University |
| issn | 2096-8930 |
| language | zho |
| publishDate | 2021-12-01 |
| publisher | Post&Telecom Press Co.,LTD |
| record_format | Article |
| series | 天地一体化信息网络 |
| spelling | doaj-art-5af2f382d9aa4a639ce7f9afdeea9de82025-01-15T02:48:47ZzhoPost&Telecom Press Co.,LTD天地一体化信息网络2096-89302021-12-012758359528855Intelligent Satellite Internet Maintenance and Management:Progress and OpportunitiesSiqi TANGZhisong PANGuyu HUYang WUYunbo LIIn multi-layer heterogeneous satellite internet, the time-varying topology, dynamic channel quality, unstable satellites and emerging high-dimensional data present daunting challenges to its maintenance and management system.Thanks to its ability to learn from massive historical data or interaction with dynamic environment, artificial intelligence has been considered to be a promising solution to meet the aforementioned challenge.In this paper, we reviewed the research status of intelligent satellite internet maintenance and management technology on the following three aspects, network resource management, traff c fl ow management and network state management.Based on the above introduction, we further discussed the limitation of existing research and discussed promising future research direction of this fi eld as well.http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2021046/satellite internetartifi cial intelligencenetwork maintenance and managementresource allocationanomaly detection |
| spellingShingle | Siqi TANG Zhisong PAN Guyu HU Yang WU Yunbo LI Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities 天地一体化信息网络 satellite internet artifi cial intelligence network maintenance and management resource allocation anomaly detection |
| title | Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities |
| title_full | Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities |
| title_fullStr | Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities |
| title_full_unstemmed | Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities |
| title_short | Intelligent Satellite Internet Maintenance and Management:Progress and Opportunities |
| title_sort | intelligent satellite internet maintenance and management progress and opportunities |
| topic | satellite internet artifi cial intelligence network maintenance and management resource allocation anomaly detection |
| url | http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2021046/ |
| work_keys_str_mv | AT siqitang intelligentsatelliteinternetmaintenanceandmanagementprogressandopportunities AT zhisongpan intelligentsatelliteinternetmaintenanceandmanagementprogressandopportunities AT guyuhu intelligentsatelliteinternetmaintenanceandmanagementprogressandopportunities AT yangwu intelligentsatelliteinternetmaintenanceandmanagementprogressandopportunities AT yunboli intelligentsatelliteinternetmaintenanceandmanagementprogressandopportunities |