泊松簇过程部署的窄带蜂窝物联网性能分析

doi:10.13190/j.jbupt.2020-264

北京邮电大学学报 ›› 2021, Vol. 44 ›› Issue (4): 109-114.doi: 10.13190/j.jbupt.2020-264

泊松簇过程部署的窄带蜂窝物联网性能分析

王洪明¹, 姚媛媛¹, Wei Xiang², 李学华¹

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

收稿日期:2020-12-09 发布日期:2021-07-13
通讯作者: Wei Xiang (1975-),男,教授,E-mail:w.xiang@latrobe.edu.au. E-mail:w.xiang@latrobe.edu.au
作者简介:王洪明(1996-),女,硕士生.
基金资助:
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）

Performance Analysis of Narrowband Internet of Things Deployed in Poisson Cluster Process

WANG Hong-ming¹, YAO Yuan-yuan¹, Wei Xiang², LI Xue-hua¹

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

Received:2020-12-09 Published:2021-07-13

摘要/Abstract

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

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.

Key words: narrowband Internet of things, cellular mobile network, Poisson cluster process, outage probability

中图分类号:

TN929.5

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.

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.

参考文献

[1] 易芝玲, 王森, 韩双锋, 等. 从5G到6G的思考:需求、挑战与技术发展趋势[J]. 北京邮电大学学报, 2020, 43(2):1-9. Yi Zhiling, Wang Sen, Han Shuangfeng, et al. From 5G to 6G:requirements, challenges and technical trends[J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(2):1-9.
[2] Migabo E M, Djouani K D, Kurien A M. The narrowband Internet of things (NB-IoT) resources management performance state of art, challenges and opportunities[J]. IEEE Access, 2020, 8:97658-97675.
[3] 范继, 毋丹芳, 刘晓旭. NB-IoT场景下业务数据碎片化现象研究与优化[J]. 计算机仿真, 2020, 37(10):286-290, 296. Fan Ji, Wu Danfang, Liu Xiaoxu. Business data fragmentation and optimization in NB-IoT[J]. Computer Simulation, 2020, 37(10):286-290, 296.
[4] Zakariyya R S, Jewel K H, Fadamiro A O, et al. An efficient polar coding scheme for uplink data transmission in narrowband Internet of things systems[J]. IEEE Access, 2020, 8:191472-191481.
[5] Malik H, Sarmiento J L R, Alam M M, et al. Narrowband-Internet of things (NB-IoT):performance evaluation in 5G heterogeneous wireless networks[C]//2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Limassol:IEEE Press, 2019:1-6.
[6] Kim H, Cho S C, Lee Y, et al. Performance analysis of NB-IoT system according to operation mode[C]//2019 International Conference on Information and Communication Technology Convergence (ICTC). Jeju:IEEE Press, 2019:876-878.
[7] Gbadamosi S A, Hancke G P, Abu-Mahfouz A M. Building upon NB-IoT networks:a roadmap towards 5G new radio networks[J]. IEEE Access, 2020, 8:188641-188672.
[8] Mozaffari M, Wang Y P E, Liberg O, et al. Flexible and efficient deployment of NB-IoT and LTE-MTC in coexistence with 5G new radio[C]//IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Paris:IEEE Press, 2019:391-396.
[9] Alexandre L C, de Souza Filho A L, Sodré A C. Indoor coexistence analysis among 5G new radio, LTE-A and NB-IoT in the 700 MHz band[J]. IEEE Access, 2020, 8:135000-135010.
[10] Kumar M R S, Shushrutha K S. Implementation and performance analysis of NB-IoT in LTE[C]//2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). Kharagpur:IEEE Press, 2020:1-4.
[11] 焦铭晗, 彭木根, 刘晨熙. 无人机网络的覆盖及切换性能研究[J]. 北京邮电大学学报, 2020, 43(6):74-81. Jiao Minghan, Peng Mugen, Liu Chenxi. Research on coverage and handover performance of unmanned aerial vehicle network[J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(6):74-81.

[1]	董坤明申滨蒋慧林. 基于直传和全双工中继的CR-NOMA系统中断性能分析及功率分配研究[J]. 北京邮电大学学报, 2022, 45(6): 92-97.
[2]	李美玲, 杨晓霞, 成文杰, 路兆铭. 车联网CR-NOMA系统物理层安全性能分析[J]. 北京邮电大学学报, 2022, 45(1): 115-120.
[3]	何紫璇, 张碧玲, 杭冰清, 王莉. 基于太赫兹通信的高空飞机编队组网研究[J]. 北京邮电大学学报, 2021, 44(4): 102-108.
[4]	罗轶, 王雨婷, 施荣华, 严梦纯, 曾豪. 能量采集衬底式认知协作中继网络安全中断概率分析[J]. 北京邮电大学学报, 2020, 43(3): 105-111,124.
[5]	李陶深, 宁倩丽, 王哲. 优化传输性能的机会协作中继系统动态时间分配策略[J]. 北京邮电大学学报, 2019, 42(5): 36-41,99.
[6]	姚媛媛, 李学华, 黄赛, 朱政宇, 向维. 基于携能通信的大规模无线协作网络中断性能分析[J]. 北京邮电大学学报, 2018, 41(6): 20-25.
[7]	李美玲, 田莉莉, 王安红, 路兆铭, 梁杰. 多用户最佳中继NOMA系统性能研究[J]. 北京邮电大学学报, 2018, 41(5): 120-125.
[8]	王乐菲, 张莉, 彭涛, 王文博. 中断概率分析下的终端多跳直通通信路由选择[J]. 北京邮电大学学报, 2015, 38(5): 23-27.
[9]	李恩玉, 董云泉, 宋传旺, 李言胜. 反馈判断的自适应机会转发策略[J]. 北京邮电大学学报, 2015, 38(3): 61-65,70.
[10]	吴皓威, 曹耘瑕, 李恩玉, 欧静兰, 杨士中. 基于竞争策略和ARQ的增强型放大转发协议[J]. 北京邮电大学学报, 2013, 36(6): 27-31.
[11]	谢萍, 李立华, 田辉, 靳进, 朱莹. 认知频谱共享中最佳协作用户的选择[J]. 北京邮电大学学报, 2013, 36(4): 27-32.
[12]	李勇张翔彭木根王文博. 瑞利双向中继信道的功率分配及中继位置选择[J]. 北京邮电大学学报, 2012, 35(2): 94-98.
[13]	唐菁敏罗涛龙华刘增力乐光新. 重叠共享方式下多跳协作分集感知系统性能[J]. 北京邮电大学学报, 2012, 35(2): 37-40.
[14]	谢显中，杨璐璐，唐亮军. 认知无线电网络中具有中断概率约束的波束成形[J]. 北京邮电大学学报, 2011, 34(s1): 5-8.
[15]	啜钢,陈鹏,刘伟,邹钰寒. 考虑多个干扰节点的机会中继的性能分析[J]. 北京邮电大学学报, 2011, 34(5): 51-56.

泊松簇过程部署的窄带蜂窝物联网性能分析

Performance Analysis of Narrowband Internet of Things Deployed in Poisson Cluster Process

RichHTML

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价