A survey on AI algorithms applied in communication and computation in Internet of vehicles
In the 5G era, the development of communication and computing in the Internet of vehicles has been limited by the rapidly increasing amount of information.New breakthroughs in communication and computing in Internet of vehicles can be achieved by applying AI algorithms to the Internet of vehicles.Fi...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2023-01-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023019/ |
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| _version_ | 1841530830230388736 |
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| author | Yu KANG Yaqiong LIU Tongyu ZHAO Guochu SHOU |
| author_facet | Yu KANG Yaqiong LIU Tongyu ZHAO Guochu SHOU |
| author_sort | Yu KANG |
| collection | DOAJ |
| description | In the 5G era, the development of communication and computing in the Internet of vehicles has been limited by the rapidly increasing amount of information.New breakthroughs in communication and computing in Internet of vehicles can be achieved by applying AI algorithms to the Internet of vehicles.Firstly, the application of AI algorithms in communication security, communication resource allocation, computation resource allocation, task offloading decision, server deployment, communication-computation integration were investigated.Secondly, the achievements and shortcomings of the present AI algorithms in different scenarios were analyzed.Finally, combined with the Internet of vehicle development trend, some future research directions for AI algorithms applied in the Internet of vehicles were discussed. |
| format | Article |
| id | doaj-art-6addb2047a4948e292a43c0389a7659e |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2023-01-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-6addb2047a4948e292a43c0389a7659e2025-01-15T02:59:08ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012023-01-013911959571237A survey on AI algorithms applied in communication and computation in Internet of vehiclesYu KANGYaqiong LIUTongyu ZHAOGuochu SHOUIn the 5G era, the development of communication and computing in the Internet of vehicles has been limited by the rapidly increasing amount of information.New breakthroughs in communication and computing in Internet of vehicles can be achieved by applying AI algorithms to the Internet of vehicles.Firstly, the application of AI algorithms in communication security, communication resource allocation, computation resource allocation, task offloading decision, server deployment, communication-computation integration were investigated.Secondly, the achievements and shortcomings of the present AI algorithms in different scenarios were analyzed.Finally, combined with the Internet of vehicle development trend, some future research directions for AI algorithms applied in the Internet of vehicles were discussed.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023019/communication resource allocationcommunication securitycomputation offloadingcommunication-computation integrationAI algorithmdeep reinforcement learning |
| spellingShingle | Yu KANG Yaqiong LIU Tongyu ZHAO Guochu SHOU A survey on AI algorithms applied in communication and computation in Internet of vehicles Dianxin kexue communication resource allocation communication security computation offloading communication-computation integration AI algorithm deep reinforcement learning |
| title | A survey on AI algorithms applied in communication and computation in Internet of vehicles |
| title_full | A survey on AI algorithms applied in communication and computation in Internet of vehicles |
| title_fullStr | A survey on AI algorithms applied in communication and computation in Internet of vehicles |
| title_full_unstemmed | A survey on AI algorithms applied in communication and computation in Internet of vehicles |
| title_short | A survey on AI algorithms applied in communication and computation in Internet of vehicles |
| title_sort | survey on ai algorithms applied in communication and computation in internet of vehicles |
| topic | communication resource allocation communication security computation offloading communication-computation integration AI algorithm deep reinforcement learning |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023019/ |
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