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基于聚类算法的6G典型应用场景研究
Research on clustering algorithm based 6G typical usage scenarios
- 电信科学 2022年38卷第1期 页码：121-131
- 作者机构：
- 作者简介：
[ "金宁（1995- ），女，中国电信股份有限公司研究院研究员，主要研究方向为移动通信系统的关键技术、移动通信业务与应用场景" ]
[ "王庆扬（1973- ），男，博士，中国电信股份有限公司研究院移动通信技术研究所所长、高级工程师，中国电信集团科学技术委员会委员、中国通信学会无线移动通信委员会副主任委员、IMT-2030（6G）推进组需求工作组组长，主要研究方向为移动通信系统的关键技术与业务、移动通信网络的部署与运营" ]
- 基金信息：
DOI：10.11959/j.issn.1000-0801.2022013
中图分类号： TN929.5-
网络出版日期：2022-01，
纸质出版日期：2022-01-20
- 稿件说明：
移动端阅览
金宁, 王庆扬. 基于聚类算法的6G典型应用场景研究[J]. 电信科学, 2022,38(1):121-131.
Ning JIN, Qingyang WANG. Research on clustering algorithm based 6G typical usage scenarios[J]. Telecommunications science, 2022, 38(1): 121-131.
金宁, 王庆扬. 基于聚类算法的6G典型应用场景研究[J]. 电信科学, 2022,38(1):121-131. DOI： 10.11959/j.issn.1000-0801.2022013.
Ning JIN, Qingyang WANG. Research on clustering algorithm based 6G typical usage scenarios[J]. Telecommunications science, 2022, 38(1): 121-131. DOI： 10.11959/j.issn.1000-0801.2022013.
摘要
摘 要：相比5G三大经典应用场景，6G典型应用场景的内容和种类将更为丰富与繁多，如何客观高效地提炼6G应用场景成为一大挑战。基于此，采用聚类算法研究6G应用场景，首先考虑6G业务及性能指标，然后对6G业务进行指标需求数值收集和各指标评分，最后利用不同聚类算法分析样本数据。根据聚类结果提出了6G八大典型应用场景，可为业界6G研究提供一定参考。
Abstract
Compared with the three classic 5G usage scenarios
the content and types of 6G typical usage scenarios will be more abundant and diverse.How to refine 6G usage scenarios objectively and efficiently has become a major challenge.Based on this
the clustering algorithm was used to study the 6G usage scenarios.Firstly
the 6G service and performance indicators were considered.Then
the demand values of 6G service were collected and the indicators were scored.Finally
the sample data were analyzed by different clustering algorithms.According to the clustering results
eight typical usage scenarios of 6G were proposed
which could provide some reference for 6G research in the industry.
关键词
Keywords
references
ITU-R.M . 2083-0：IMT愿景–2020年及之后IMT未来发展的框架和总体目标 [R ] . 2015 .
ITU-R.M . 2083-0：IMT vision-framework and overall objectives of the future development of IMT for 2020 and beyond [R ] . 2015 .
NTT DoCoMo . 5G Evolution and 6G white paper [R ] . DoCoMo , 2020 .
尤肖虎 , 王承祥 , 黄杰 , 等 . 6G无线网络：愿景、使能技术与新应用范式白皮书 [R ] . 2020 .
YOU X H , WANG C X , HUANG J , et al . 6G Wireless network:Vision,enabling technology and new application paradigm [R ] . 2020 .
紫光展锐 . 6G：无界,有AI [R ] . 2020 .
Unisoc . 6G:Unbounded,with AI [R ] . 2020 .
王庆扬 , 金宁 . 基于聚类算法的 IMT-2030 应用场景初步研究 [J ] . 移动通信 , 2021 , 45 ( 4 ): 110 - 114 .
WANG Q Y , JIN N . Preliminary study on IMT-2030 application scenarios based on clustering algorithm [J ] . Mobile Communications , 2021 , 45 ( 4 ): 110 - 114 .
HAN J W , KAMBER M . 数据挖掘概念与技术 [M ] . 范明,孟小峰,译.北京 : 机械工业出版社 , 2001 .
HAN J W , KAMBER M . Data mining concept and technology [M ] . Translated by FAN M,MENG X F . Beijing : Machinery Industry Press , 2001 .
MOHAMMED J Z , WAGNER M J . Data mining and analysis:concepts and algorithms [M ] . Beijing : Posts and Telecom Press , 2017 .
谢中华 . MATLAB统计分析与应用:40个案例分析 [M ] . 北京 : 北京航空航天大学出版社 , 2010 .
XIE Z H . Statistical analysis and application of MATLAB:40 case studies [M ] . Beijing : Beihang University Press , 2010 .
赵亚军 , 郁光辉 , 徐汉青 . 6G移动通信网络:愿景、挑战与关键技术 [J ] . 中国科学:信息科学 , 2019 , 49 ( 8 ): 963 - 987 .
ZHAO Y J , YU G H , XU H Q . 6G mobile communication networks:vision,challenges,and key technologies [J ] . Scientia Sinica (Informationis) , 2019 , 49 ( 8 ): 963 - 987 .
张平 , 李文璟 , 牛凯 . 6G需求与愿景 [M ] . 北京 : 人民邮电出版社 , 2021 .
ZHANG P , LI W J , NIU K . 6G Requirements and vision [M ] . Beijing : Posts and Telecom Press , 2021 .
张琳峰 , 林奕琳 , 王庆扬 . 6G 智能全连接网络架构 [J ] . 移动通信 , 2021 , 45 ( 4 ): 45 - 49 .
ZHANG L F , LIN Y L , WANG Q Y . 6G intelligent full connection network architecture [J ] . Mobile Communications , 2021 , 45 ( 4 ): 45 - 49 .
3GPP . Study on communication for automation in vertical domains:TR22.804-g30 [R ] . 2020 .
袁晓志 , 彭莉 , 张琳峰 . 全息通信对未来网络的需求与挑战 [J ] . 电信科学 , 2020 , 36 ( 12 ): 59 - 64 .
YUAN X Z , PENG L , ZHANG L F . Requirement and challenge of holographic-type communication to the future network [J ] . Telecommunications Science , 2020 , 36 ( 12 ): 59 - 64 .
FuTURE Mobile Communication Forum . White paper:6G services and requirements [R ] . 2020 .
Samsung Research . 6G:The next hyper-connected experience for AI [R ] . 2020 .
IEC . Communication networks and systems for power utility automation-part:wide area network engineering guidelines:61850-90-12 [S ] . 2015 .
大唐移动 . 全域覆盖.场景智联——6G 愿景与技术趋势白皮书 [R ] . 2020 .
DTmobile . Global coverage.scene intelligence alliance — 6G vision and technology trend white paper [R ] . 2020 .
中国移动通信有限公司研究院 . 2030+愿景与需求白皮书 [R ] . 2019 .
China Mobile Research Institute . 2030 + Vision and Demand Report [R ] . 2019 .
未来移动通信论坛 . 面向云网融合服务的 6G 网络技术 [R ] . 2020 .
FuTURE Mobile Communication Forum . 6G network technology for cloud network convergence service [R ] . 2020 .
VISWANATHAN H , MOGENSEN P E . Communications in the 6G era [J ] . IEEE Access , 2020 , 8 : 57063 - 57074 .
崔春风 , 王森 , 李可 , 等 . 6G 愿景、业务及网络关键性能指标 [J ] . 北京邮电大学学报 , 2020 , 43 ( 6 ): 10 - 17 .
CUI C F , WANG S , LI K , et al . 6G vision,scenarios and network requirements [J ] . Journal of Beijing University of Posts and Telecommunications , 2020 , 43 ( 6 ): 10 - 17 .
IMT-2030(6G)推进组 . 6G 总体愿景与潜在关键技术白皮书 [R ] . 2021 .
IMT-2030(6G) Promotion Group . 6G overall vision and potential key technology white paper [R ] . 2021 .
ITU-R.M . 2410-0：Minimum requirements related to technical performance for IMT-2020 radio interface(s) [R ] . 2017 .
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