运用数据挖掘技术实现低功耗广域网组网方法的研究  

The Research on the Application of Data Mining in LPWAN Networking

作　　者：金华滨 JIN huabin(Fuzhou Institute for Data Technology,Fuzhou 350200,China)

机构地区：[1]福州数据技术研究院有限公司,福建福州350200

出　　处：《数字通信世界》2021年第6期15-16,共2页Digital Communication World

摘　　要：低功耗广域网至今已有十几年的发展史,随着物联网时代的到来,近五年来其才真正走进人们的视野。低功耗广域网的组网方法尚处于探索阶段,对于基站和业务的覆盖密度等,需要经过更加优化的算法加以改进。文章运用数据挖掘技术,通过使用回归方程的方式建立低功耗广域网的信号质量模型,并计算出基站的最佳部署拓扑。LPWAN has been developed more than ten years.With the advent of the Internet,it has really came into people's view in recent fi ve years.The networking method of LPWAN is still in the exploratory stage.The needs in coverage density of base station and service,it needs to be improved through more optimized calculating.This research presents the application of data mining in LPWAN networking.And introduces how to build LPWAN signal quality model via regression equation,then calculate optimal deployment topology of base station.

关 键 词：数据挖掘 低功耗 广域网 组网方法 

分 类 号：TN929.53[电子电信—通信与信息系统] TP3[电子电信—信息与通信工程]