{"title":"移动通信网络中的人工智能","authors":"Hua Zhang, Sen Xu, Jincan Xin, S. Xiong","doi":"10.1109/ICCC56324.2022.10065735","DOIUrl":null,"url":null,"abstract":"With continuous development of the three driving forces of Artificial Intelligence (AI), e.g., ecomputing power, algorithms and data related technologies, AI is setting off a new round of technological revolution in human society. With the development of AI/ML technology, the wireless communication system is also developing rapidly. This paper summarizes the AI/ML based systems in mobile communication networks, and through researches for network AI of various international standards organizations, the existing AI/ML research purpose and progress of core networks, network management and wireless networks are introduced respectively. Besides, the relevant signaling procedures for one of the typical AI/ML radio network use cases, e.g., AI/ML mobility optimization is introduced and more potential ideas for AI/ML technology to enable wireless networks are provided.","PeriodicalId":263098,"journal":{"name":"2022 IEEE 8th International Conference on Computer and Communications (ICCC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Intelligence in Mobile Communication Network\",\"authors\":\"Hua Zhang, Sen Xu, Jincan Xin, S. Xiong\",\"doi\":\"10.1109/ICCC56324.2022.10065735\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With continuous development of the three driving forces of Artificial Intelligence (AI), e.g., ecomputing power, algorithms and data related technologies, AI is setting off a new round of technological revolution in human society. With the development of AI/ML technology, the wireless communication system is also developing rapidly. This paper summarizes the AI/ML based systems in mobile communication networks, and through researches for network AI of various international standards organizations, the existing AI/ML research purpose and progress of core networks, network management and wireless networks are introduced respectively. Besides, the relevant signaling procedures for one of the typical AI/ML radio network use cases, e.g., AI/ML mobility optimization is introduced and more potential ideas for AI/ML technology to enable wireless networks are provided.\",\"PeriodicalId\":263098,\"journal\":{\"name\":\"2022 IEEE 8th International Conference on Computer and Communications (ICCC)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 8th International Conference on Computer and Communications (ICCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCC56324.2022.10065735\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 8th International Conference on Computer and Communications (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCC56324.2022.10065735","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial Intelligence in Mobile Communication Network
With continuous development of the three driving forces of Artificial Intelligence (AI), e.g., ecomputing power, algorithms and data related technologies, AI is setting off a new round of technological revolution in human society. With the development of AI/ML technology, the wireless communication system is also developing rapidly. This paper summarizes the AI/ML based systems in mobile communication networks, and through researches for network AI of various international standards organizations, the existing AI/ML research purpose and progress of core networks, network management and wireless networks are introduced respectively. Besides, the relevant signaling procedures for one of the typical AI/ML radio network use cases, e.g., AI/ML mobility optimization is introduced and more potential ideas for AI/ML technology to enable wireless networks are provided.