窄带物联网覆盖类别更新机制性能分析与优化

简鑫; 刘钰芩; 韦一笑; 宋健; 王芳; 付澍; 谭晓衡

doi:10.11959/j.issn.1000-436x.2018228

您当前的位置：

首页 >

文章列表页 >

窄带物联网覆盖类别更新机制性能分析与优化

学术论文 | 更新时间：2024-06-05

- 窄带物联网覆盖类别更新机制性能分析与优化
- Performance analysis and optimization for coverage classes updating mechanism of narrow-band internet of things
- 通信学报 2018年39卷第11期页码：70-79
- 作者机构：
  
  重庆大学微电子通信工程学院，重庆 400044
- 作者简介：
  
  [ "简鑫（1987−），男，四川自贡人，博士，重庆大学副教授，主要研究方向为应用统计数学、物联网无线接入技术及应用等。" ]
  [ "刘钰芩（1991−），女，四川南充人，重庆大学硕士生，主要研究方向为窄带物联网、群智感知技术等。" ]
  [ "韦一笑（1993−），女，广西河池人，重庆大学硕士生，主要研究方向为窄带物联网、物联网超低功耗技术等。" ]
  [ "宋健（1995−），男，江西宜春人，重庆大学硕士生，主要研究方向为智慧网络、群体智能等。" ]
  [ "王芳（1995−），女，四川泸州人，重庆大学硕士生，主要研究方向为无线通信理论与技术、分布式队列随机接入等。" ]
  [ "付澍（1985−），男，贵州贵阳人，博士，重庆大学讲师，主要研究方向为未来网络、边缘计算等。" ]
  [ "谭晓衡（1976−），男，重庆人，博士，重庆大学教授、博士生导师，主要研究方向为下一代移动通信、通信信号处理等。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61501065);国家自然科学基金资助项目(61571069);国家自然科学基金资助项目(61601067);国家自然科学基金资助项目(61701054);重庆市基础科学与前沿技术研究专项基金资助项目(cstc2016jcyjA0021);中央高校基本科研业务费基金资助项目(106112017CDJQJ168817);中央高校基本科研业务费基金资助项目(2018CDXYTX0009);中央高校基本科研业务费基金资助项目(2018CDYJSY0055)
- DOI：10.11959/j.issn.1000-436x.2018228
  中图分类号： TN929.5
- 网络首发：2018-11，
  
  纸质出版：2018-11-25
- 稿件说明：
移动端阅览
简鑫, 刘钰芩, 韦一笑, 等. 窄带物联网覆盖类别更新机制性能分析与优化[J]. 通信学报, 2018,39(11):70-79.

Xin JIAN, Yuqin LIU, Yixiao WEI, et al. Performance analysis and optimization for coverage classes updating mechanism of narrow-band internet of things[J]. Journal on Communications, 2018, 39(11): 70-79.
简鑫, 刘钰芩, 韦一笑, 等. 窄带物联网覆盖类别更新机制性能分析与优化[J]. 通信学报, 2018,39(11):70-79. DOI： 10.11959/j.issn.1000-436x.2018228.

Xin JIAN, Yuqin LIU, Yixiao WEI, et al. Performance analysis and optimization for coverage classes updating mechanism of narrow-band internet of things[J]. Journal on Communications, 2018, 39(11): 70-79. DOI： 10.11959/j.issn.1000-436x.2018228.

摘要

以覆盖类别为状态变量建立了窄带物联网（NB-IoT

narrow-band internet of things）覆盖类别更新机制的马尔可夫链模型，给出了平均接入失败概率和平均功耗的优化模型及求解办法，分析了前导码重复次数、系统负载、全局最大传输次数对各覆盖类别最大传输次数最优取值的影响。数值分析表明：常规覆盖类别和扩展环境覆盖类别的最大传输次数对系统性能影响较大，最大传输次数取值范围应分别控制在[1

5]和[1

7]之间；极端环境覆盖类别的最大传输次数对系统性能影响不大，可取[1

10]之间的任意值，建议取值为1；所提的引入覆盖类别回退机制的覆盖类别更新机制的平均功耗比协议模型低约95%。

Abstract

A Markov chain model with coverage classes as state variables was established to describe the dynamics of the coverage classes updating mechanism of narrow-band internet of things (NB-IoT).An optimization model to minimize average probability of access failure as well as average power consumption was formulated

with which the effects of preamble repetition number

system load and global maximum transmission number on the optimal configuration of maximum transmission number of each coverage class was analyzed.Numerical analysis results show that the maximum transmission number of normal coverage and extended coverage have a great influence on the system performance and their value ranges should be set within[1

5]and[1

7]respectively.However

the maximum transmission number of extreme coverage has little influence on the system performance

its value could be any one in[1

10]but the recommended value is 1.In addition

the average power consumption of the model that introduced coverage classes’ rollback mechanism is about 95% lower than the model proposed by 3GPP.

关键词

Keywords

references

RATASUK R , MANGALVEDHE N , ZHANG Y , et al . Overview of narrowband IoT in LTE Rel-13 [C ] // 2016 IEEE Conference on Standards for Communications and Networking . 2016 : 1 - 7 .

杨柳 , 范平志 , 郝莉 . LTE系统中事件驱动M2M业务的流量控制随机接入协议 [J ] . 通信学报 , 2014 , 35 ( 12 ): 53 - 61 .

YANG L , FAN P Z , HAO L . Flow control random access protocol for event-driven machine-to-machine traffics in LTE network [J ] . Journal on Communications , 2014 , 35 ( 12 ): 53 - 61 .

GOZALVEZ J . New 3GPP standard for IoT[mobile radio] [J ] . IEEE Vehicular Technology Magazine , 2016 , 11 ( 1 ): 14 - 20 .

简鑫 , 曾孝平 , 贾云健 , 等 . 机器类通信流量建模与过载控制 [J ] . 通信学报 , 2013 , 34 ( 9 ): 123 - 131 .

JIAN X , ZENG X P , JIA Y J , et al . Traffic modeling for machine type communication and its overload control [J ] . Journal on Communications , 2013 , 34 ( 9 ): 123 - 131 .

SHARIATMADARI H , RATASUK R , IRAJI S , et al . Machine-type communications:current status and future perspectives toward 5G systems [J ] . IEEE Communications Magazine , 2015 , 53 ( 9 ): 10 - 17 .

CHEN M , MIAO Y , HAO Y , et al . Narrow band internet of things [J ] . IEEE Access , 2017 , 3 ( 1 ): 20557 - 20577 .

简鑫 , 曾孝平 , 谭晓衡 , 等 . 改进的多信道S-ALOHA暂态性能分析办法及其应用 [J ] . 电子与信息学报 , 2016 , 38 ( 8 ): 1894 - 1900 .

JIAN X , ZENG X P , TAN X H , et al . Improved transient performance analysis algorithm of multichannel s-ALOHA and its applications [J ] . Journal of Electronics ＆ Information Technology , 2016 , 38 ( 8 ): 1894 - 1900 .

WANG Y P E , LIN X , ADHIKARY A , et al . A primer on 3GPP narrowband Internet of Things [J ] . IEEE Communications Magazine , 2017 , 55 ( 3 ): 117 - 123 .

JIANG N , DENG Y , CONDOLUCI M , et al . RACH preamble repetition in NB-IoT network [J ] . IEEE Communications Letters , 2018 , 22 ( 6 ): 1244 - 1247 .

POLESE M , CENTENARO M , ZANELLA A , et al . M2M massive access in LTE:RACH performance evaluation in a smart city scenario [C ] // 2016 IEEE International Conference on Communications . 2016 : 1 - 6 .

RATASUK R , MANGALVEDHE N , KAIKKONEN J , et al . Data channel design and performance for LTE narrowband IoT [C ] // 2016 IEEE 84th Conference on Vehicular Technology Conference , 2016 : 1 - 5 .

MIAO Y , LI W , TIAN D , et al . Narrow band Internet of Things:simulation and modelling [J ] . IEEE Internet of Things Journal , 2017 : 1 - 1 .

MANGALVEDHE N , RATASUK R , GHOSH A . NB-IoT deployment study for low power wide area cellular IoT [C ] // 2016 IEEE 27th Annual International Symposium on Personal,Indoor,and Mobile Radio Communications . 2016 : 1 - 6 .

RATASUK R , VEJLGAARD B , MANGALVEDHE N , et al . NB-IoT system for M2M communication [C ] // 2016 IEEE Wireless Communications and Networking Conference . 2016 : 1 - 5 .

何小丹 , 宋磊 . 基于速率需求的 NB-IoT 上行覆盖性能 [J ] . 电信科学 , 2016 ( S1 ): 149 - 156 .

HE X D , SONG L . NB-IoT uplink coverage capability considering rate requirement [J ] . Telecommunications Science , 2016 ( S1 ): 149 - 156 .

黄悦 , 汤远方 . NB-IoT 物联网组网及覆盖能力探讨 [J ] . 移动通信 , 2017 , 41 ( 18 ): 11 - 15 .

HUANG Y , TANG Y . Discussion on networking and coverage capability for NB-IoT [J ] . Mobile Communications , 2017 , 41 ( 18 ): 11 - 15 .

李建军 . NB-IoT组网方案研究 [J ] . 移动通信 , 2017 , 41 ( 6 ): 14 - 18 .

LI J J . Research on NB-IoT networking scheme [J ] . Mobile Communications , 2017 , 41 ( 6 ): 14 - 18 .

陈巍 . 基于 NB-IoT 技术的单站覆盖仿真分析及验证 [J ] . 电脑与电信 , 2017 ( 8 ): 36 - 38 .

CHEN W . Simulation analysis and verification of single station coverage based on NB-IoT technology [J ] . Computer ＆ telecommunication , 2017 ( 8 ): 36 - 38 .

赵元 , 张力方 , 邢宇龙 , 等 . NB-IoT技术评估及组网方案研究 [J ] . 邮电设计技术 , 2017 ( 8 ): 40 - 45 .

ZHAO Y , ZHANG L F , XING Y L . Research on technology evaluation and networking scheme of NB-IoT [J ] . Designing Techniques of Posts and Telecommunications , 2017 ( 8 ): 40 - 45 .

LAURIDSEN M , KOVács I Z , MOGENSEN P , et al . Coverage and capacity analysis of LTE-M and NB-IoT in a rural area [C ] // 2016 IEEE 84th Vehicular Technology Conference . 2016 : 1 - 5 .

ADHIKARY A , LIN X , WANG Y P E . Performance evaluation of NB-IoT coverage [C ] // 2016 IEEE 84th Vehicular Technology Conference . 2016 : 1 - 5 .

YU C , YU L , WU Y , et al . Uplink scheduling and link adaptation for narrowband Internet of Things systems [J ] . IEEE Access , 2017 , 5 ( 99 ): 1724 - 1734 .

LIN X , ADHIKARY A , Wang Y P E . Random access preamble design and detection for 3GPP Narrowband IoT systems [J ] . IEEE Wireless Communications Letters , 2016 , 5 ( 6 ): 640 - 643 .

MALIK H , PERVAIZ H , ALAM M M , et al . Radio resource management scheme in NB-IoT systems [J ] . IEEE Access , 2018 , 6 : 15051 - 15064 .

田浩 , 杨霖 , 李少谦 . LTE 上行链路中基于探测参考信号的信噪比估计 [J ] . 电子与信息学报 , 2014 , 36 ( 2 ): 353 - 357 .

TIAN H , YANG L , Li S Q . SNR estimation based on sounding reference signal in LTE uplink [J ] . Journal of Electronics ＆ Information Technology , 2014 , 36 ( 2 ): 353 - 357 .

YIN J , ZHU X , QUAN L , et al . Comprehensive multi-objective secularization optimization of a permanent magnet machine with correlation parameters stratified method [J ] . IET Electric Power Applications , 2017 , 11 ( 1 ): 72 - 79 .

HARWAHYU R , CHENG R G , WEI C H . Investigating the performance of the random access channel in NB-IoT [C ] // 2017 IEEE 86th Vehicular Technology Conference . 2017 : 1 - 5 .

KARATAS M , YAKICI E . An iterative solution approach to a multi-objective facility location problem [J ] . Applied Soft Computing , 2018 , 62 : 272 - 287 .

SAFIKHANI H , ABBASSI A , KHALKHALI A , et al . Multi-objective optimization of nanofluid flow in flat tubes using CFD,Artificial Neural Networks and genetic algorithms [J ] . Advanced Powder Technology , 2014 , 25 ( 5 ): 1608 - 1617 .

POUR H A , MOSADEGH-KHAH M , TAVAKKOLIMOGHADDAM R . Solving a multi-objective multi-depot stochastic location-routing problem by a hybrid simulated annealing algorithm [J ] . Proceedings of the Institution of Mechanical Engineers,Part B:Journal of Engineering Manufacture , 2009 , 223 ( 8 ): 1045 - 1054 .

HARWAHYU R , CHENG R G , WEI C H , et al . Optimization of random access channel in NB-IoT [J ] . IEEE Internet of Things Journal , 2018 , 5 ( 1 ): 391 - 402 .

浏览量

1346

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

基于C-WAN架构的多接入点下行协同传输与MAC层建模研究

基于马尔可夫链的生成式区块链隐蔽通信模型

面向大规模物联网的随机接入：现状、挑战与机遇

窄带物联网非连续接收机制功耗模型与优化

基于小区间干扰消除的NB-IoT时延估计算法