Yuan Gao, Hong Ao, Quan Zhou, Weigui Zhou, Yi Li, Shaochi Cheng, Xiangyang Li
{"title":"Review of wireless big data in 5G: From physical layer to application layer","authors":"Yuan Gao, Hong Ao, Quan Zhou, Weigui Zhou, Yi Li, Shaochi Cheng, Xiangyang Li","doi":"10.1109/COMPCOMM.2016.7924657","DOIUrl":null,"url":null,"abstract":"The 5th generation wireless communication system has become popular in recent industry and academic studies. The 5G wireless communication system has advantages in spectrum efficiency, energy efficiency, transmission speed, latency, etc. However, current key techniques could not satisfy the gradually increased service on-demand requirements. In this work, we summarize the utilization of physical layer, link layer, network layer and application layer (upper layer) using big data related technology, and propose the advantages and further possible advances in such areas. Big data technology will help the network to perform operations more precise and effectively, from historical data, environmental data, transmission and user behaviors, etc. Suggestions that how to make big data and 5G system together are concluded.","PeriodicalId":210833,"journal":{"name":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMPCOMM.2016.7924657","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
The 5th generation wireless communication system has become popular in recent industry and academic studies. The 5G wireless communication system has advantages in spectrum efficiency, energy efficiency, transmission speed, latency, etc. However, current key techniques could not satisfy the gradually increased service on-demand requirements. In this work, we summarize the utilization of physical layer, link layer, network layer and application layer (upper layer) using big data related technology, and propose the advantages and further possible advances in such areas. Big data technology will help the network to perform operations more precise and effectively, from historical data, environmental data, transmission and user behaviors, etc. Suggestions that how to make big data and 5G system together are concluded.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
