基于校园大数据的无线网络AP布局优化  

AP layout optimization method of wireless network based on campus Big Data

作　　者：肖明 谭凤霞 舒江波[2] 赵亮 吴小平 张昭理[2] XIAO Ming;TAN Fengxia;SHU Jiangbo;ZHAO Liang;WU Xiaoping;ZHANG Zhaoli(Informatization Office, Central China Normal University, Wuhan 430079, China;Central China Normal University National Engineering Laboratory for Educational Big Data,Central China Normal University National Engineering Research Center for E-learning, Wuhan 430079, China)

机构地区：[1]华中师范大学信息化办公室,武汉430079 [2]华中师范大学教育大数据应用技术国家工程实验室,华中师范大学国家数字化学习工程技术研究中心,武汉430079

出　　处：《华中师范大学学报（自然科学版）》2020年第3期384-390,共7页Journal of Central China Normal University：Natural Sciences

基　　金：教育部人文社会科学研究规划基金项目(20YJA740047);国家自然科学基金项目(61877023);国家社会科学基金项目(19BYY092);华中师范大学中央科研业务费管理科学类项目(CCNU18ZY0033);华中师范大学中央高校基本科研业务费专项资金资助探索创新类项目(CCNU20TS031)。

摘　　要：高校无线网络管理与服务存在两个问题:一是无线网络AP布局和服务质量检测缺乏数据支持,主观性强;二是被动收集师生使用体验反馈,范围小,准确性低.针对这些问题,该文提出了一种基于校园大数据的无线网络AP动态布局模型.该模型的特点是数据驱动和动态优化.通过在华中师范大学的应用探索,表明该模型能够有效提高校园无线网络的服务质量,优化学校无线网络管理流程.There are two problems in wireless network management and service in colleges and universities.The first is that the AP layout and service quality detection of wireless network are lack of data support and subjective.The second is the small scope and low accuracy of the passive collection of teachers and students use experience feedback.To solve these problems,this paper proposes a wireless network AP dynamic layout model based on campus Big Data.The model is characterized by data-driven and dynamic optimization.Through the application exploration in central China normal university,it is shown that this model can improve the service quality of campus wireless network and optimize the management process of campus wireless network effectively.

关 键 词：校园大数据 无线网络AP 动态优化 

分 类 号：TP393.18[自动化与计算机技术—计算机应用技术]