UWB-Based Single-Anchor Indoor Localization Using Reflected Multipath Components

被引:0
|
作者
Mohammadmoradi, Hessam [1 ]
Heydariaan, Milad [1 ]
Gnawali, Omprakash [1 ]
Kim, Kyungki [1 ]
机构
[1] Univ Houston, Houston, TX 77004 USA
关键词
Indoor Localization; UWB; Channel Impulse Response;
D O I
10.1109/iccnc.2019.8685609
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Indoor localization has many applications in the context of smart buildings that interact with objects and humans. Due to their resilience to multipath fading, high penetration rate and low duty cycles, Ultra-wideband (UWB) radio have been utilized in indoor localization. In the presence of Line-of-Sight (LoS) signals, UWB-based indoor localization system can locate a target with small errors (< 5cm) but in situations with Non-Line-of-Sight (NLoS) signals, UWB systems work at a much reduced accuracy. In this work, NLoS signals are utilized to improve the robustness of the positioning system. The proposed system uses the statistical characteristics of Reflected Multipath Components (RMCs) of UWB signals in different locations as fingerprints and locates the target node based on previously seen locations. We implement and evaluate our proposed system on Decawave platform. Our evaluation shows that the proposed solution can locate objects within squares of 20cm x 20cm, with an accuracy of 96% using only one anchor which outperforms existing solutions in robustness and accuracy.
引用
收藏
页码:308 / 312
页数:5
相关论文
共 50 条
  • [21] A Single-Anchor Calibration Indoor Positioning System Using Heterogeneous Sensors
    Zhang, Yueyue
    Zhu, Yaping
    Xia, Weiwei
    Shen, Lianfeng
    [J]. 2015 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS & SIGNAL PROCESSING (WCSP), 2015,
  • [22] Dataset: Single-Anchor Indoor Localization with Decawave DW1000 and Directional Antennas
    Grosswindhager, Bernhard
    Rath, Michael
    Kulmer, Josef
    Bakr, Mustafa S.
    Boano, Carlo Alberto
    Witrisal, Klaus
    Roemer, Kay
    [J]. PROCEEDINGS OF THE FIRST WORKSHOP ON DATA ACQUISITION TO ANALYSIS (DATA '18), 2018, : 21 - 22
  • [23] UWB-Based Indoor Localization: How to Optimally Design the Operating Setup?
    Cerro, Gianni
    Ferrigno, Luigi
    Laracca, Marco
    Miele, Gianfranco
    Milano, Filippo
    Pingerna, Valentina
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [24] Efficient single-anchor localization in sensor networks
    Khan, Haseebulla M.
    Olariu, Stephan
    Eltoweissy, Mohamed
    [J]. DSSNS 2006: SECOND IEEE WORKSHOP ON DEPENDABILITY AND SECURITY IN SENSOR NETWORKS AND SYSTEMS, 2006, : 35 - +
  • [25] UWB-Based Indoor Human Localization With Time-Delayed Data Using EFIR Filtering
    Xu, Yuan
    Shmaliy, Yuriy S.
    Li, Yueyang
    Chen, Xiyuan
    [J]. IEEE ACCESS, 2017, 5 : 16676 - 16683
  • [26] Fingerprinting-assisted UWB-based localization technique for complex indoor environments
    Djosic, Sandra
    Stojanovic, Igor
    Jovanovic, Milica
    Nikolic, Tatjana
    Djordjevic, Goran Lj
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167
  • [27] DESIGN OF AN UWB-BASED INDOOR POSITIONING SYSTEM
    Artunc, Turan Can
    Yalcin, Mustak Erhan
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [28] Fast Calibration-Free Single-Anchor Indoor Localization Based on Limited Number of ESPAR Antenna Radiation Patterns
    Groth, Mateusz
    Nyka, Krzysztof
    Kulas, Lukasz
    [J]. 2023 17TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAP, 2023,
  • [29] Indoor scenario-based UWB anchor placement optimization method for indoor localization
    Pan, Hao
    Qi, Xiaogang
    Liu, Meili
    Liu, Lifang
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 205
  • [30] Single-Anchor Ultra-Wideband Localization System Using Wrapped PDoA
    Ge, Feng
    Shen, Yuan
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 21 (12) : 4609 - 4623