Research on intelligent scheme of telecommunication network

Tao LI; Chunjia WANG; Shanshan LI

doi:10.11959/j.issn.1000-0801.2023042

您当前的位置：

首页 >

文章列表页 >

Research on intelligent scheme of telecommunication network

Engineering and Application | 更新时间：2024-06-05

- Research on intelligent scheme of telecommunication network
- Telecommunications Science Vol. 39, Issue 3, Pages: 162-172(2023)
- 作者机构：
  
  1. 中国联合网络通信有限公司研究院，北京 100048
  2. 中国联合网络通信集团有限公司，北京 100033
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2023042
  CLC：
- Published Online：2023-03，
  
  Published：20 March 2023
- 稿件说明：
移动端阅览
Tao LI, Chunjia WANG, Shanshan LI. Research on intelligent scheme of telecommunication network[J]. Telecommunications science, 2023, 39(3): 162-172.
DOI：

Tao LI, Chunjia WANG, Shanshan LI. Research on intelligent scheme of telecommunication network[J]. Telecommunications science, 2023, 39(3): 162-172. DOI： 10.11959/j.issn.1000-0801.2023042.

摘要

电信运营商迫切需要通过智能化推动网络敏捷、高效、智能，实现网络的自我配置、自我管理、自我优化。但由于AI与通信网络的发展路线、技术特性不一致，需要系统地考虑如何将AI与通信网络深度融合。基于电信网络智能化行业发展情况，在对电信运营商智能化需求分析和现状评估的基础上，提出了电信网络智能化目标和技术方案，涵盖智能化框架、智能化功能模块与流程、数据处理、算法模型构建与集成等。该方案有助于推动电信运营商大规模智能化，提升运营效能。

Abstract

The network of telecom operators needs to be promoted urgently in agility

efficiency and intelligence to realize its self-configuration

self-management and self-optimization.However

due to the inconsistent development route and technical characteristics between AI and communication network

how to deeply integrate AI and communication network is necessary to be considered systematically.Based on the development of the telecommunication network intelligence industry

and on the basis of the analysis of the needs of telecom operators for intelligence and the assessment of the status quo

the goal and technical scheme of telecommunication network intelligence were proposed

which covered the intelligent framework

intelligent functional modules and processes

data processing

algorithm model construction and integration.The scheme was helpful to promote the large-scale intellectualization of telecom operators and improve operational efficiency.

关键词

Keywords

references

3GPP . Intent driven management services for mobile networks(version 17.1.0) [S ] . 2022 .

杨震 , 赵建军 , 黄勇军 , 等 . 基于网络演进的人工智能技术方向研究 [J ] . 电信科学 , 2022 , 38 ( 12 ): 27 - 34 .

YANG Z , ZHAO J J , HUANG Y J , et al . Study on the direction of artificial intelligence technology based on network evolution [J ] . Telecommunications Science , 2022 , 38 ( 12 ): 27 - 34 .

李涛 , 李姗姗 , 方虬 . 运营网络智能化体系研究 [J ] . 信息通信技术 , 2022 , 16 ( 5 ): 47 - 54 .

LI T , LI S S , FANG Q . Research on intelligent operation network system [J ] . Information and Communications Technologies , 2022 , 16 ( 5 ): 47 - 54 .

ETSI . Generic autonomic network architecture (GANA) (version 1.1.1) [S ] . 2020 .

ITU-T . Architectural framework for machine learning in future networks including IMT-2020:ITU-T Y.3172 [S ] . 2019 .

TMF . Autonomous networks whitepaper (3.0) [R ] . 2021 .

梁春晖 . 5G 通信与人工智能的技术融合分析 [J ] . 电子技术 , 2022 , 51 ( 3 ): 250 - 251 .

LIANG C H . Analysis on technical integration of 5G communication and artificial intelligence [J ] . Electronic Technology , 2022 , 51 ( 3 ): 250 - 251 .

刘光毅 . 通信和人工智能导读 [J ] . 无线电通信技术 , 2022 , 48 ( 4 ): 559 - 561 .

LIU G Y . Guide to communications and AI [J ] . Radio Communications Technology , 2022 , 48 ( 4 ): 559 - 561 .

黄秋萍 , 刘晓峰 , 高秋彬 , 等 . 基于人工智能的大规模天线信道状态信息反馈研究 [J ] . 电信科学 , 2022 , 38 ( 3 ): 74 - 83 .

HUANG Q P , LIU X F , GAO Q B , et al . Study of channel state information feedback based on artificial intelligence [J ] . Telecommunications Science , 2022 , 38 ( 3 ): 74 - 83 .

王东 , 管婉青 , 张海君 , 等 . 基于人工智能的6G网络技术 [J ] . 无线电通信技术 , 2021 , 47 ( 6 ): 724 - 731 .

WANG D , GUAN W Q , ZHANG H J , et al . 6G network technology based on artificial intelligence [J ] . Radio Communications Technology , 2021 , 47 ( 6 ): 724 - 731 .

Views

471

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Research on dual process theory based telecom augmented cognition

Research on intelligent modeling and policy making of CNC brain

Research on technical scheme of SDN intelligent management and control orchestration system

Research and application on key techniques of marine IoT

Scheme of industrial wireless connections based on public network

Related Author

Yong SONG

Jun ZHU

Shuling WANG

Xiaozhou YE

Ye OUYANG

Xiaoxing LIAN

Jun ZHOU

Keqing LIU

Related Institution

Ocean Collegeof Zhejiang University

School of Electronics and Information Technology, Sun Yat-sen University

School of Information Engineering,Minzu University of China

Research Institute of Network Science ＆ Cyberspace,Tsinghua University

⁰