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泊松簇过程部署的窄带蜂窝物联网性能分析
引用本文:王洪明,姚媛媛,WEI Xiang,李学华.泊松簇过程部署的窄带蜂窝物联网性能分析[J].北京邮电大学学报,2021,44(4):109-114.
作者姓名:王洪明  姚媛媛  WEI Xiang  李学华
作者单位:1. 北京信息科技大学 信息与通信工程学院, 北京 100101;2. 澳大利亚乐卓博大学 工程和数学学院, 墨尔本 3086
基金项目:北京市自然科学基金-海淀原始创新联合基金项目(L192022,L182032,L182039);北京市自然科学基金-市教委联合项目(KZ201911232046);北京市教委科研计划项目(KM202011232002);泛网无线通信教育部重点实验室项目(BUPT)(KFKT-2020105)
摘    要:针对窄带物联网(NB-IoT)与蜂窝移动网同频共存网络,借助随机几何理论工具,采用泊松簇过程建模NB-IoT用户节点位置,推导了异构网络上行链路的中断概率和用户传输容量的解析表达式,探究了簇半径以及NB-IoT基站部署密度对网络中断性能和用户传输容量的影响,对比了基于泊松点过程建模异构网络的中断性能.理论分析和仿真结果表明,调整簇半径和NB-IoT基站的部署密度能够有效提升共存网络的中断性能和用户传输容量.

关 键 词:窄带物联网  蜂窝移动网络  泊松簇过程  中断概率  
收稿时间:2020-12-09

Performance Analysis of Narrowband Internet of Things Deployed in Poisson Cluster Process
WANG Hong-ming,YAO Yuan-yuan,WEI Xiang,LI Xue-hua.Performance Analysis of Narrowband Internet of Things Deployed in Poisson Cluster Process[J].Journal of Beijing University of Posts and Telecommunications,2021,44(4):109-114.
Authors:WANG Hong-ming  YAO Yuan-yuan  WEI Xiang  LI Xue-hua
Affiliation:1. School of Information and Communication Engineering, Beijing University of Information Science and Technol, Beijing 100101, China;2. School of Engineering and Mathematics, La Trobe University, Melbourne 3086, Australia
Abstract:The co-frequency coexistence design of narrowband Internet of things (NB-IoT) and cellular networks isstudied. Based on the stochastic geometrytheorem, the location of an NB-IoT user node is modeled by the Poisson cluster process. In addition, analytical expressions of the outage probability and the transmission capacity are derived. Moreover, the outage performance of the heterogeneous network is compared with that of the network modeled by Poisson point process. The impacts of the cluster radius and the density of NB-IoT base stations on the outage performance and the network capacity arealso evaluated. Analytical and numerical results demonstrate that the outage performance and the capacity of the coexistence network can be effectively enhanced by adjusting the cluster radius and the density of NB-IoT base stations.
Keywords:narrowband Internet of things  cellular mobile network  Poisson cluster process  outage probability  
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