大数据驱动5G网络与服务优化

doi:10.11959/j.issn.2096-0271.2018055

Abstract

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

Hequan WU. Big data driven 5G network and service optimization[J]. Big Data Research, 2018, 4(6): 1-8.

功能	目的	网络	智慧城市	智慧医疗	智慧交通	工业互联网
上下文感知	实时修正	上下文感知网与应用服务	电子商务；宽带化；城市交通	可穿戴设备；数字病历	驾驶员行为；在线诊断；服务提示；胎压检测	资产管理
预测	下一步最佳措施	自学习网与应用服务	流量管理；废品管理；金融/保险	先进诊断；卫生预警	保险溢价评估，预测全方位距离导航系统提示	预防性维护；产出预测；收入预测
规律	下一步自动应对	自愈网与应用服务	公共安全；家庭安全；可生存性	预防保健	突破Fix；智能路径；里程管理	能效管理；供应链优化；工作岗位调度
认知	最好的决策（似人的直觉）	自驱动网与应用服务	城市设施规划；应急响应系统；城市维修	远程伤害照护	自动/无人驾驶	控制与自动化

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Big data driven 5G network and service optimization

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