Time delay estimation algorithm of narrow band internet of things based on inter-cell interference cancellation

Hong TANG; Hongyan MOU; Haolan YANG

doi:10.11959/j.issn.1000-436x.2019038

您当前的位置：

首页 >

文章列表页 >

Time delay estimation algorithm of narrow band internet of things based on inter-cell interference cancellation

Papers | 更新时间：2024-06-05

- Time delay estimation algorithm of narrow band internet of things based on inter-cell interference cancellation
- Journal on Communications Vol. 40, Issue 2, Pages: 92-101(2019)
- 作者机构：
  
  1. 重庆邮电大学通信与信息工程学院，重庆 400065
  2. 重庆邮电大学移动通信技术重庆市重点实验室，重庆 400065
- 作者简介：
- 基金信息：
  
  The Program for Changjiang Scholars and Innovative Research Team in University(IRT_16R72)
- DOI：10.11959/j.issn.1000-436x.2019038
  CLC： TN929.5
- Online First：2019-02，
  
  Published：25 February 2019
- 稿件说明：
移动端阅览
Hong TANG, Hongyan MOU, Haolan YANG. Time delay estimation algorithm of narrow band internet of things based on inter-cell interference cancellation[J]. Journal on Communications, 2019, 40(2): 92-101.
DOI：

Hong TANG, Hongyan MOU, Haolan YANG. Time delay estimation algorithm of narrow band internet of things based on inter-cell interference cancellation[J]. Journal on Communications, 2019, 40(2): 92-101. DOI： 10.11959/j.issn.1000-436x.2019038.

摘要

针对窄带物联网（NB-IoT）低功耗、低成本、低采样率等特点，提出了一种基于小区间干扰消除的NB-IoT时延估计算法，所提算法引入了小区间迭代干扰消除算法，以逐步消除各小区信号之间的相互影响。在每一次迭代中，在传统相关算法的基础上引入时频互相关交叠的思想来提升时延估计精度以突破采样率的限制，并采用基于噪声门限的首达径（FAP）搜索算法来抑制多径效应的影响。仿真结果表明所提算法可以在相关算法的基础上明显提高NB-IoT的时延估计精度。

Abstract

Aiming at the characteristics of NB-IoT such as low power consumption

low cost and low sampling rate

an NB-IoT delay estimation algorithm based on inter-cell interference cancellation was proposed.To gradually eliminate the interaction between signals in each cell

an inter-cell iterative interference cancellation algorithm was considered.In each iteration

the idea of time-frequency cross-correlation overlapping was introduced on the basis of traditional correlation algorithms to break through the limitations of the sampling rate and further improve the accuracy of time delay estimation.At the same time

a first-arrival-path (FAP) searching algorithm based on noise threshold was used to suppress multipath effects.Through experimental simulation

the results show that the proposed algorithm can significantly improve the time delay estimation accuracy of NB-IoT on the basis of related algorithms.

关键词

Keywords

references

3GPP ETSI . LTE; evolved universal terrestrial radio access (E-UTRA);physical channels and modulation:3GPP TS 36.211 version 9.1.0 Release 9 [S ] . 2018 .

KNAPP C , CARTER G . The generalized correlation method for estimation of time delay [J ] . IEEE Transactions on Acoustics Speech ＆Signal Processing , 2003 , 24 ( 4 ): 320 - 327 .

SAARNISAARI H , . ML time delay estimation in a multipath channel [C ] // International Symposium on Spread Spectrum Techniques and Applications Proceedings , 1996 : 1007 - 1011 .

LI X , PAHLAVAN K . Super-resolution TOA estimation with diversity for indoor geolocation [M ] . IEEE Press , 2004 .

GU Y , GOODMAN N A . Information-theoretic compressive sensing kernel optimization and bayesian cramér–rao bound for time delay estimation [J ] . IEEE Transactions on Signal Processing , 2017 , 65 ( 17 ): 4525 - 4537 .

梁久祯 . 无线定位系统 [M ] . 北京 : 电子工业出版社 , 2013 ： 182 - 187 .

LIANG J Y . Wireless positioning system [M ] . Beijing : Publishing House of Electronics IndustryPress , 2013 : 182 - 187 .

张扬柏 , 周贤伟 , 张兰 . 一种结合LOS/NLOS识别的非视距距离比例缩放定位算法 [J ] . 电子与信息学报 , 2006 , 28 ( 1 ): 108 - 111 .

ZHANG Y B , ZHOU X W , ZHANG L . One NLOS-range-scaling location algorithm with LOS/NLOS identification [J ] . Journal of Electronic ＆ Information Technology , 2006 , 28 ( 1 ): 108 - 111 .

毛科技 , 邬锦彬 , 金洪波 , 等 . 面向非视距环境的室内定位算法 [J ] . 电子学报 , 2016 , 44 ( 5 ): 1174 - 1179 .

MAO K J , WU J B , JIN H B , et al . Indoor localization algorithm for NLOS environment [J ] . Acta Electronica Sinica , 2016 , 44 ( 5 ): 1174 - 1179 .

HU S , BERG A , LI X , et al . Improving the performance of OTDOA based positioning in NB-IoT system [C ] // Globeoom 2017 . 2017 .

YE D , LU J Y , ZHU X J , et al . Generalized cross correlation time delay estimation based on improved wavelet threshold function [C ] // The 6th International Conference on Instrumentation ＆Measurement,Computer,Communication and Control . 2016 : 629 - 633 .

SUN H M , JIA R S , DU Q Q , et al . Cross-correlation analysis and time delay estimation of a homologous micro-seismic signal based on the Hilbert-Huang transform [J ] . Computers ＆ Geosciences , 2016 , 91 ( C ): 98 - 104 .

刘超 , 柏业超 , 张兴敢 . 一种改进的分数时延估计方法及应用 [J ] . 数据采集与处理 , 2015 ( 6 ): 1279 - 1285 .

LIU C , BAI Y C , ZHANG X G . Improved fractional time delay estimation method and its application [J ] . Journal of Data Acquisition ＆Processing , 2015 ( 6 ): 1279 - 1285 .

钱玉美 . 相关法在时延估计中的应用 [J ] . 数据采集与处理 , 1995 ( a1 ): 132 - 135 .

QIAN Y M . The application of correlation method in delay estimation [J ] . Journal of Data Acquisition ＆ Processing , 1995 ( a1 ): 132 - 135 .

Chan Y T , Ho K C . A simple and efficient estimator for hyperbolic location [J ] . Signal Processing IEEE Transactions on , 1994 , 42 ( 8 ): 1905 - 1915 .

WENG F , YIN C , LUO T . Channel estimation for the downlink of 3GPP-LTE systems [C ] // Network Infrastructure and Digital Content,2010 2nd IEEE International Conference . 2010 : 1042 - 1046 .

BOHANUDIN S , ISMAIL M , HUSSAIN H . Simulation model and location accuracy for observed time difference of arrival (OTDOA) positioning technique in Third Generation system [C ] // 2010 IEEE Student Conference on Research and Development - Engineering:Innovation and Beyond . 2010 : 63 - 65 .

LIU S , HUANG J , LIU H , et al . An improving DV-hop algorithm based on multi communication radius [J ] . Chinese Journal of Sensors＆ Actuators , 2015 , 28 ( 6 ): 883 - 887 ,2017(4).

3GPP . OTDOA support for NB-IoT:TSG RAN WG1 R1-167323 [S ] . 2016 .

XU W , HUANG M , ZHU C , et al . Maximum likelihood TOA and OTDOA estimation with first arriving path detection for 3GPP LTE system [J ] . Transactions on Emerging Telecommunications Technologies , 2016 , 27 ( 3 ): 339 - 356 .

Views

1580

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Performance analysis and optimization for coverage classes updating mechanism of narrow-band internet of things

Novel time delay estimation algorithm for ADS-B based on an auxiliary source and correntropy

Modified robust time delay estimation algorithm based on cyclostationarity in impulsive noise

Improved particle filtering based algorithm for time delay and symbols joint estimation of PSK signals

Related Author

Xiaoheng TAN

Shu FU

Fang WANG

Jian SONG

Yixiao WEI

Yuqin LIU

Xin JIAN

Jing-chun LI

Related Institution

College of Microelectronics and Communication Engineering,Chongqing University

Faculty of Electronic Information and Electrical Engineering,Dalian University of Technology

State Radio Monitoring Center

School of Information and Communication Engineering, Beijing University of Posts and Telecommunications

College of Electronic Information Engineering,Inner Mongolia University,Huhhot

AI问答

⁰