浏览全部资源
扫码关注微信
[ "徐仕成(1982- ),男,中国移动通信集团湖南有限公司高级工程师,主要从事IT系统架构规划、大数据分析与挖掘等工作" ]
网络出版日期:2024-01,
纸质出版日期:2024-01-20
移动端阅览
徐仕成. 基于自智网络的5G业务质量端到端分析方案研究与实践[J]. 电信科学, 2024,40(1):162-170.
Shicheng XU. A study and practice of end-to-end quality of service analysis scheme for 5G services based on autonomous network[J]. Telecommunications science, 2024, 40(1): 162-170.
徐仕成. 基于自智网络的5G业务质量端到端分析方案研究与实践[J]. 电信科学, 2024,40(1):162-170. DOI: 10.11959/j.issn.1000-0801.2024002.
Shicheng XU. A study and practice of end-to-end quality of service analysis scheme for 5G services based on autonomous network[J]. Telecommunications science, 2024, 40(1): 162-170. DOI: 10.11959/j.issn.1000-0801.2024002.
开展5G业务质量端到端分析是运营商提升5G用户感知的重要抓手。针对传统业务质量端到端分析高度依赖固化专家规则的不足,采用规则引擎、AI中台、智能化调度等技术方案,构建5G业务质差识别、质差定界定位、闭环管理、效果分析、模型迭代的“五阶闭环自智流程”,对自智网络的5G业务质量端到端分析方案进行研究与实践,实现高效的自智化协同,保障5G业务用户感知。
Conducting end-to-end analysis of 5G service quality is the focus of operators to improve 5G user perception.Technical solutions such as rule engine
AI competency center
and intelligent scheduling were adopted to build a “fifth order closed-loop autonomous process” covering quality difference identification
quality difference definition
closed-loop management
effect analysis
and model iteration related to 5G service quality analysis.The process can make up for the shortage of the traditional end-to-end analysis of service quality that highly relies on solidified expert rules.According to this process
the end-to-end analysis scheme of 5G service quality of self-intelligent network was studied and practiced
achieving efficient autonomous collaboration and ensuring the perception of 5G service users.
TMF . TMF autonomous networks white paper [R ] . 2022 .
欧阳晔 , 王立磊 , 杨爱东 , 等 . 通信人工智能的下一个十年 [J ] . 电信科学 , 2021 , 37 ( 3 ): 1 - 36 .
OUYANG Y , WANG L L , YANG A D , et al . Next decade of telecommunications artificial intelligence [J ] . Telecommunications Science , 2021 , 37 ( 3 ): 1 - 36 .
李涛 , 王春佳 , 李姗姗 . 电信网络智能化方案研究 [J ] . 电信科学 , 2023 , 39 ( 3 ): 162 - 172 .
LI T , WANG C J , LI S S . Research on intelligent scheme of telecommunication network [J ] . Telecommunications Science , 2023 , 39 ( 3 ): 162 - 172 .
中国移动通信集团有限公司中国移动自智网络白皮书 [R ] . 2022 .
China Mobile Communications Corporation Co.,Ltd.China Mobile autonomous networks white paper [R ] . 2022 .
中国电信集团有限公司中国电信云网运营自智白皮书 [R ] . 2022 .
China Telecom Corp Ltd.China Telecom's autonomous cloud network white paper [R ] . 2022 .
中国联合网络通信集团有限公司 . 中国联通自智网络白皮书3.0 [R ] . 2022 .
China United Network Communication Group Co.,Ltd. . China Unicom's autonomous network white paper [R ] . 2022 .
LUO G Y , YUAN Q , LI J L , et al . Artificial intelligence powered mobile networks:from cognition to decision [J ] . IEEE Network , 2021 , 36 ( 3 ): 136 - 144 .
LIN C Z , LU J W , WANG G , et al . Graininess-aware deep feature learning for robust pedestrian detection [J ] . IEEE Transactions on Image Processing , 2020 ( 29 ): 3820 - 3834 .
任飞 , 马又良 , 李宏平 , 等 . 中国联通自智网络的理念和实践 [J ] . 通信世界 , 2023 ( 16 ): 15 - 17 .
REN F , MA Y L , LI H P , et al . The theories and practice of China Unicom on autonomous network [J ] . Communications World , 2023 ( 16 ): 15 - 17 .
王禹蓉 . 中国电信的云网运营自智之路 [J ] . 通信世界 , 2023 ( 16 ): 9 - 10 .
WANG Y R . The autonomous journey of cloud network operations for China Telecom [J ] . Communications World , 2023 ( 16 ): 9 - 10 .
罗锐 , 黄鹂声 , 张振宇 , 等 . 5G 网络环境下的网络视频质量分析 [J ] . 兰州交通大学学报 , 2022 , 41 ( 6 ): 54 - 61 .
LUO R , HUANG L S , ZHANG Z Y , et al . The analysis of video quality in the 5G network environment [J ] . Journal of Lanzhou Jiaotong University , 2022 , 41 ( 6 ): 54 - 61 .
产院东 , 郭乔进 , 梁中岩 , 等 . 规则引擎发展综述 [J ] . 信息化研究 , 2021 , 47 ( 2 ): 1 - 6 .
CHAN Y D , GUO Q J , LIANG Z Y , et al . A survey of rule engine [J ] . Informatization Research , 2021 , 47 ( 2 ): 1 - 6 .
朱明伟 . 网络智能化中的 AI 工程化技术方案 [J ] . 电信科学 , 2022 , 38 ( 2 ): 157 - 165 .
ZHU M W . AI engineering technology solutions in network intelligence [J ] . Telecommunications Science , 2022 , 38 ( 2 ): 157 - 165 .
顾欣 , 倪晓熔 , 刘昭 , 等 . 电信运营商中台能力运营中心建设思路 [J ] . 电信科学 , 2021 , 37 ( 6 ): 174 - 182 .
GU X , NI X R , LIU Z , et al . Construction ideas of middle platform operation center for telecom operators [J ] . Telecommunications Science , 2021 , 37 ( 6 ): 174 - 182 .
0
浏览量
142
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构