大数据 ›› 2018, Vol. 4 ›› Issue (6): 1-8.doi: 10.11959/j.issn.2096-0271.2018055

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大数据驱动5G网络与服务优化

邬贺铨   

  1. 中国工程院，北京 100088
  • 出版日期:2018-11-15 发布日期:2019-01-11

Big data driven 5G network and service optimization

Hequan WU   

  1. Chinese Academy of Engineering,Beijing 100088,China
  • Online:2018-11-15 Published:2019-01-11

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摘要：

5G时代的到来将进一步加速移动数据的发展。介绍了移动大数据的来源，分析了大数据分析在5G网络优化中的应用方向。针对5G网络的新特点，系统阐述了大数据在5G网络中的大规模天线与分布式天线、无线接入网资源管理、异构接入组网、云网、移动边缘计算、终端与云端的智能、SDN与NFV、网络切片、跨层联合优化、源选路优化等方面可能的应用。并结合5G大数据的特点，分析了其在智慧城市、智慧医疗、智慧交通、工业互联网方面的应用。

关键词: 5G, 大数据, 移动数据, 网络优化, 服务优化

Abstract:

The advent of 5G era will further accelerate the development of mobile data.The source of mobile big data was introduced,and the application direction of big data analysis in 5G network optimization was analyzed.According to the new characteristics of 5G network,the potential applications of big data in 5G networks,such as large-scale antenna and distributed antenna,wireless access network resource management,heterogeneous access network,cloud network,mobile edge computing,terminal and cloud intelligence,SDN and NFV,network slicing,cross-layer joint optimization,source routing optimization,etc.,were systematically expounded.Combined with the characteristics of 5G data,the applications of 5G big data in smart city,smart medicine,smart transportation,industrial Internet were analyzed.

Key words: 5G, big data, mobile data, network optimization, service optimization

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