移动感知的NB-IoT无线电资源配置方法

黄霁崴; 黄方琦; 王皓天; 郭珈赫

doi:10.12263/DZXB.20211283

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移动感知的NB-IoT无线电资源配置方法

学术论文 | 更新时间：2025-12-08

- 移动感知的NB-IoT无线电资源配置方法
- Mobility-Aware Radio Resource Configuration for NB-IoT
- 电子学报 2023年51卷第4期页码：801-809
- 作者机构：
  
  中国石油大学（北京）石油数据挖掘北京市重点实验室，北京 102249
- 作者简介：
  
  [ "黄霁崴　男，1987年2月出生于北京，2014年毕业于清华大学计算机科学与技术系，现为中国石油大学（北京）教授、博士生导师、石油数据挖掘北京市重点实验室主任、计算机科学与技术系主任.研究方向为物联网、边缘计算、服务计算.入选了北京市科技新星、北京市优秀人才，现任《电子学报》和Chinese Journal of Electronics青年编委. E-mail: huangjw@cup.edu.cn" ]
  [ "黄方琦　女，1997年6月出生于新疆维吾尔自治区伊犁哈萨克自治州奎屯市，硕士研究生.主要研究方向为服务计算. E-mail: 2019211242@student.cup.edu.cn" ]
  [ "王皓天　男，1999年生于河北保定，主要研究方向为虚拟现实. E-mail: 2018011122@student.cup.edu.cn" ]
  [ "郭珈赫　男，1999年生于内蒙古乌海，主要研究方向为服务计算. E-mail: 2018011110@student.cup.edu.cn" ]
- 基金信息：
  
  国家自然科学基金(61972414);北京市科技新星(Z201100006820082);北京市自然科学基金(4202066)
- DOI：10.12263/DZXB.20211283
  中图分类号： TN929.5;TP393
- 收稿：2021-09-21，
  
  修回：2022-02-24，
  
  纸质出版：2023-04-25
- 稿件说明：
移动端阅览
黄霁崴,黄方琦,王皓天等.移动感知的NB-IoT无线电资源配置方法[J].电子学报,2023,51(04):801-809.

HUANG Ji-wei,HUANG Fang-qi,WANG Hao-tian,et al.Mobility-Aware Radio Resource Configuration for NB-IoT[J].ACTA ELECTRONICA SINICA,2023,51(04):801-809.
黄霁崴,黄方琦,王皓天等.移动感知的NB-IoT无线电资源配置方法[J].电子学报,2023,51(04):801-809. DOI： 10.12263/DZXB.20211283.

HUANG Ji-wei,HUANG Fang-qi,WANG Hao-tian,et al.Mobility-Aware Radio Resource Configuration for NB-IoT[J].ACTA ELECTRONICA SINICA,2023,51(04):801-809. DOI： 10.12263/DZXB.20211283.

摘要

窄带物联网（NarrowBand Internet of Things，NB-IoT）是实现万物互联重要的通信技术，其为了扩大通信覆盖范围和提高可靠性而牺牲了时延等性能指标，且难以动态适应移动物联网设备.对此，本文提出了一种适用于移动设备的NB-IoT无线电资源配置方案.该方案通过卡尔曼滤波对物联网设备的移动位置进行预测，建立数学模型对通信可靠性进行估计，开展了块误码率、时延、能耗等性能指标的量化分析，并提出了无线电资源配置的优化模型和方法.本文基于真实数据集开展了仿真实验，对该方案的有效性进行了验证，实验结果显示该方案能保证移动物联网设备与基站连接的同时降低时延.

Abstract

Narrowband internet of things (NB-IoT) is a crucial communication technology for connecting everything. In order to expand the communication coverage and improve the reliability

NB-IoT sacrifices its performance metrics such as the latency and is difficult to adapt to mobile IoT devices. To meet this challenge

this paper proposes an NB-IoT radio resource configuration scheme for mobile devices. The scheme uses Kalman filtering to predict the mobile location of IoT devices

establishes a mathematical model to estimate the communication reliability

carries out quantitative analysis of performance metrics such as block error rate

delay and energy consumption

and proposes optimization models and methods of radio resource configuration. Simulation experiments based on real data sets are carried out to validate the effectiveness of the scheme. The experimental results show that the scheme can ensure the connectivity between IoT devices and the base stations while reducing the delay.

关键词

Keywords

references

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