UWB Localization Algorithm to Improve Accuracy under NLOS Environment

被引:0
作者
Enda, Koji [1 ]
Kohno, Ryuji [1 ]
机构
[1] Yokohama Natl Univ, Yokohama, Kanagawa, Japan
来源
2011 IEEE 22ND INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC) | 2011年
关键词
Sensor Network; Localization; TOA; NLOS; UWB;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The present paper considers how to improve estimation accuracy in a time of arrival (TOA) localization system using UWB in a non-line-of-sight (NLOS) environment for a sensor network. This algorithm consists of step-by-step compensation on the basis of two approaches considering a reference position which is estimated from data affected by NLOS delay. The first consideration consists of determining NLOS delays for each node, performing compensation to alleviate the effect on line of sight (LOS) nodes through a step-by-step compensation for the NLOS delay. The second consideration consists of compensating the effect of NLOS delay on the position determined on the basis of node distribution and geometrical relations of the estimated positions. Using these considerations, we show that the proposed algorithm outperforms the conventional algorithm in terms of estimation accuracy.
引用
收藏
页码:1187 / 1191
页数:5
相关论文
共 50 条
  • [31] TDOA/AOA Hybrid Localization Based on Improved Dandelion Optimization Algorithm for Mobile Location Estimation Under NLOS Simulation Environment
    Chen, Haishao
    Cao, Li
    Yue, Yinggao
    WIRELESS PERSONAL COMMUNICATIONS, 2023, 131 (04) : 2747 - 2772
  • [32] Improving the Positioning Accuracy of UWB System for Complicated Underground NLOS Environments
    Cao, Bo
    Wang, Shibo
    Ge, Shirong
    Liu, Wanli
    IEEE SYSTEMS JOURNAL, 2022, 16 (02): : 1808 - 1819
  • [33] NLOS Identification for Localization Based on the Application of UWB (Mar, 10.1007/s11277-021-08425-z, 2021)
    Liu, Meiyu
    Lou, Xizhong
    Jin, Xiaoping
    Jiang, Ruwen
    Ye, Kaifeng
    Wang, Shubin
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (04) : 3671 - 3671
  • [34] Accuracy bounds of non-Gaussian Bayesian tracking in a NLOS environment
    Volkov, Alexander S.
    SIGNAL PROCESSING, 2015, 108 : 498 - 508
  • [35] Extending 60 GHz UWB Coverage to Medium Distances under NLOS Conditions
    Talbi, Larbi
    LeBel, Jules
    2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS IN UNUSUAL AND CONFINED AREAS (ICWCUCA), 2012,
  • [36] IR-UWB waveform distortion analysis in NLOS localization system
    Jing M.
    Nai-tong Z.
    Qin-yu Z.
    Information Technology Journal, 2010, 9 (01) : 139 - 145
  • [37] Impact of IR-UWB Waveform Distortion on NLOS Localization System
    Meng Jing
    Zhang Qin-yu
    Zhang Nai-tong
    2009 IEEE INTERNATIONAL CONFERENCE ON ULTRA-WIDEBAND (ICUWB 2009), 2009, : 123 - +
  • [38] A NLOS Mitigation Algorithm for TOA Based Localization in Mixed LOS/NLOS Environments
    Tian, Qiang
    Liu, Yaobo
    Hu, Qi
    PROCEEDINGS OF 2022 INTERNATIONAL CONFERENCE ON AUTONOMOUS UNMANNED SYSTEMS, ICAUS 2022, 2023, 1010 : 2843 - 2853
  • [39] Identification of NLOS and Multi-Path Conditions in UWB Localization Using Machine Learning Methods
    Sang, Cung Lian
    Steinhagen, Bastian
    Homburg, Jonas Dominik
    Adams, Michael
    Hesse, Marc
    Rueckert, Ulrich
    APPLIED SCIENCES-BASEL, 2020, 10 (11):
  • [40] Research on a factor graph-based robust UWB positioning algorithm in NLOS environments
    Li, Xin
    Wang, Yang
    TELECOMMUNICATION SYSTEMS, 2021, 76 (02) : 207 - 217