A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks
According to the technical specifications of the future generations of telecommunication (the fifth generation and later), which should provide new services with very high data rates in the minimum time and a wide coverage, as well as the exponential increase in traffic, the use of combined space-ai...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | fas |
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Aerospace Research Institute
2023-02-01
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| Series: | فصلنامه علوم و فناوری فضایی |
| Subjects: | |
| Online Access: | https://jsst.ias.ir/article_166378_7635f573a6bcfbf0914894f32a6e365e.pdf |
| _version_ | 1797353965250150400 |
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| author | Pedram Hajipour Roghieh Karimzadeh Baee Houman Zarrabi Roghayeh Doost Leila Mohammadi |
| author_facet | Pedram Hajipour Roghieh Karimzadeh Baee Houman Zarrabi Roghayeh Doost Leila Mohammadi |
| author_sort | Pedram Hajipour |
| collection | DOAJ |
| description | According to the technical specifications of the future generations of telecommunication (the fifth generation and later), which should provide new services with very high data rates in the minimum time and a wide coverage, as well as the exponential increase in traffic, the use of combined space-air networks Land is essential. It should be noted that the management of this type of combined networks has major challenges in providing such services. Meanwhile, the intelligent management of resources in satellite-based hybrid networks will lead to increased capacity and improved service quality. For this purpose, in this article, a comprehensive review of the use of artificial intelligence in the field of satellite communications will be discussed. In the field of intelligent increase of capacity, various factors such as how to configure the network, how to allocate resources such as spectrum, energy and power will be investigated with consideration of intelligent interference management. Finally, in the field of service quality improvement, factors such as how to model and intelligently predict traffic, as well as how to deal with harmful environmental conditions, will be presented. |
| first_indexed | 2024-03-08T13:38:33Z |
| format | Article |
| id | doaj.art-b013b747c8aa440198f65d4d4163066b |
| institution | Directory Open Access Journal |
| issn | 2008-4560 2423-4516 |
| language | fas |
| last_indexed | 2024-03-08T13:38:33Z |
| publishDate | 2023-02-01 |
| publisher | Aerospace Research Institute |
| record_format | Article |
| series | فصلنامه علوم و فناوری فضایی |
| spelling | doaj.art-b013b747c8aa440198f65d4d4163066b2024-01-16T14:09:36ZfasAerospace Research Instituteفصلنامه علوم و فناوری فضایی2008-45602423-45162023-02-01162274210.30699/jsst.2023.1405166378A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networksPedram Hajipour0Roghieh Karimzadeh Baee1Houman Zarrabi2Roghayeh Doost3Leila Mohammadi4Instructor. Satellite Communication Group, Faculty of Communications Technology, ICT Research Institute, Tehran, IranAssistant Professor, Satellite Communication Group, Faculty of Communications Technology, ICT Research Institute, Tehran, IranAssistant Professor, Satellite Communication Group, Faculty of Communications Technology, ICT Research Institute, Tehran, IranAssistant Professor, Satellite Communication Group, Faculty of Communications Technology, ICT Research Institute, Tehran, IranAssistant Professor, Satellite Communication Group, Faculty of Communications Technology, ICT Research Institute, Tehran, IranAccording to the technical specifications of the future generations of telecommunication (the fifth generation and later), which should provide new services with very high data rates in the minimum time and a wide coverage, as well as the exponential increase in traffic, the use of combined space-air networks Land is essential. It should be noted that the management of this type of combined networks has major challenges in providing such services. Meanwhile, the intelligent management of resources in satellite-based hybrid networks will lead to increased capacity and improved service quality. For this purpose, in this article, a comprehensive review of the use of artificial intelligence in the field of satellite communications will be discussed. In the field of intelligent increase of capacity, various factors such as how to configure the network, how to allocate resources such as spectrum, energy and power will be investigated with consideration of intelligent interference management. Finally, in the field of service quality improvement, factors such as how to model and intelligently predict traffic, as well as how to deal with harmful environmental conditions, will be presented.https://jsst.ias.ir/article_166378_7635f573a6bcfbf0914894f32a6e365e.pdfsatelliteintelligent managementcapacityservice qualityhybrid networks |
| spellingShingle | Pedram Hajipour Roghieh Karimzadeh Baee Houman Zarrabi Roghayeh Doost Leila Mohammadi A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks فصلنامه علوم و فناوری فضایی satellite intelligent management capacity service quality hybrid networks |
| title | A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks |
| title_full | A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks |
| title_fullStr | A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks |
| title_full_unstemmed | A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks |
| title_short | A review of the applications of artificial intelligence in improving the performance of integrated space- air and ground networks |
| title_sort | review of the applications of artificial intelligence in improving the performance of integrated space air and ground networks |
| topic | satellite intelligent management capacity service quality hybrid networks |
| url | https://jsst.ias.ir/article_166378_7635f573a6bcfbf0914894f32a6e365e.pdf |
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