AI-enabled 5G energy-saving technology
With the development of 5G commercialization, the number of 5G wireless base station sites has increased sharply, 5G core networks need to be deployed in regions/provinces/cities data centers, as well as the data centers were developing on a larger scale, the problem of energy consumption was becomi...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2021-05-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021104/ |
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| _version_ | 1841529117073211392 |
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| author | Dan XU Yu ZENG Weiye MENG Lika LI |
| author_facet | Dan XU Yu ZENG Weiye MENG Lika LI |
| author_sort | Dan XU |
| collection | DOAJ |
| description | With the development of 5G commercialization, the number of 5G wireless base station sites has increased sharply, 5G core networks need to be deployed in regions/provinces/cities data centers, as well as the data centers were developing on a larger scale, the problem of energy consumption was becoming increasingly prominent.Based on the main proportion of energy consumption in the whole network, the energy efficiency evaluation methods of 5G access network, core network and data center was investigated.The AI-enabled energy-saving technology of base stations and pilot application scheme, 5G core network energy-saving methods by using AI, as well as the AI-enabled energy-saving technology of data centers and pilot application scheme were introduced, and the challenges and future research directions of energy-saving technology were finally discussed.The summary and prospect on the energy-saving technology of the overall communication system, will help to improve the understanding of energy efficiency and green network development. |
| format | Article |
| id | doaj-art-ae5a4d58280242d6a1f9018f7f5d06be |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2021-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-ae5a4d58280242d6a1f9018f7f5d06be2025-01-15T03:26:12ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012021-05-0137324159807947AI-enabled 5G energy-saving technologyDan XUYu ZENGWeiye MENGLika LIWith the development of 5G commercialization, the number of 5G wireless base station sites has increased sharply, 5G core networks need to be deployed in regions/provinces/cities data centers, as well as the data centers were developing on a larger scale, the problem of energy consumption was becoming increasingly prominent.Based on the main proportion of energy consumption in the whole network, the energy efficiency evaluation methods of 5G access network, core network and data center was investigated.The AI-enabled energy-saving technology of base stations and pilot application scheme, 5G core network energy-saving methods by using AI, as well as the AI-enabled energy-saving technology of data centers and pilot application scheme were introduced, and the challenges and future research directions of energy-saving technology were finally discussed.The summary and prospect on the energy-saving technology of the overall communication system, will help to improve the understanding of energy efficiency and green network development.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021104/5GAIenergy efficiencyaccess networkcore networkdata center |
| spellingShingle | Dan XU Yu ZENG Weiye MENG Lika LI AI-enabled 5G energy-saving technology Dianxin kexue 5G AI energy efficiency access network core network data center |
| title | AI-enabled 5G energy-saving technology |
| title_full | AI-enabled 5G energy-saving technology |
| title_fullStr | AI-enabled 5G energy-saving technology |
| title_full_unstemmed | AI-enabled 5G energy-saving technology |
| title_short | AI-enabled 5G energy-saving technology |
| title_sort | ai enabled 5g energy saving technology |
| topic | 5G AI energy efficiency access network core network data center |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021104/ |
| work_keys_str_mv | AT danxu aienabled5genergysavingtechnology AT yuzeng aienabled5genergysavingtechnology AT weiyemeng aienabled5genergysavingtechnology AT likali aienabled5genergysavingtechnology |