ReLoki: A Light-Weight Relative Localization System Based on UWB Antenna Arrays

被引:2
作者
Prince Mathew, Joseph [1 ]
Nowzari, Cameron [1 ]
机构
[1] George Mason Univ, Dept Elect & Comp Engn, Fairfax, VA 22030 USA
关键词
relative localization; UWB; ad hoc mobile beacons; ROBOTS;
D O I
10.3390/s24165407
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Ultra Wide-Band (UWB) sensing has gained popularity in relative localization applications. Many localization solutions rely on using Time of Flight (ToF) sensing based on a beacon-tag system, which requires four or more beacons in the environment for 3D localization. A lesser researched option is using Angle of Arrival (AoA) readings obtained from UWB antenna pairs to perform relative localization. In this paper, we present a UWB platform called ReLoki that can be used for ranging and AoA-based relative localization in 3D. To enable AoA, ReLoki utilizes the geometry of antenna arrays. In this paper, we present a system design for localization estimates using a Regular Tetrahedral Array (RTA), Regular Orthogonal Array (ROA), and Uniform Square Array (USA). The use of a multi-antenna array enables fully onboard infrastructure-free relative localization between participating ReLoki modules. We also present studies demonstrating sub-50cm localization errors in indoor experiments, achieving performance close to current ToF-based systems, while offering the advantage of not relying on static infrastructure.
引用
收藏
页数:20
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共 35 条
[11]   A Light-Weight Robotic System for Flexible and Efficient Heavy-Load Palletizing in Cuboid Spaces [J].
Song, Yanshu ;
Zhao, Jie ;
Huang, Tianyu ;
Lau, Darwin ;
Liu, Yun-Hui .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2025,
[12]   Accurate TOA-Based UWB Localization System in Coal Mine Based on WSN [J].
Cheng, Guangliang .
2010 INTERNATIONAL CONFERENCE ON COMMUNICATION AND VEHICULAR TECHNOLOGY (ICCVT 2010), VOL II, 2010, :25-28
[13]   Accurate TOA-Based UWB Localization System in Coal Mine Based on WSN [J].
Cheng, Guangliang .
INTERNATIONAL CONFERENCE ON APPLIED PHYSICS AND INDUSTRIAL ENGINEERING 2012, PT A, 2012, 24 :534-540
[14]   A new map based method for NLOS mitigation in the UWB indoor localization system [J].
Djaja-Josko, Vitomir ;
Kolakowski, Marcin .
2017 25TH TELECOMMUNICATION FORUM (TELFOR), 2017, :171-174
[15]   Kalman Filter based localization in hybrid BLE-UWB positioning system [J].
Kolakowski, Marcin .
2017 IEEE INTERNATIONAL CONFERENCE ON RFID TECHNOLOGY & APPLICATION (RFID-TA), 2017, :290-293
[16]   UWB High Gain Antenna Array for SAR Based Breast Cancer Detection System [J].
Tayel, Mazhar Basyouni ;
Abouelnaga, Tamer Gaber ;
Desouky, Asmaa Fereg .
2018 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONIC ENGINEERING (ICEEE), 2018, :311-316
[17]   TOA/TDOA Hybrid Relative Positioning System Based on UWB-IR Technology [J].
Fujiwara, Ryosuke ;
Mizugaki, Kenichi ;
Nakagawa, Tatsuo ;
Maeda, Daisuke ;
Miyazaki, Masayuki .
IEICE TRANSACTIONS ON COMMUNICATIONS, 2011, E94B (04) :1016-1024
[18]   Proof-of-concept Real Time Localization System based on the UWB and the WSN technologies [J].
Krukar, Grzegorz ;
Wenzel, Marco ;
Karbownik, Piotr ;
Franke, Norbert ;
von der Gruen, Thomas .
2014 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2014, :756-757
[19]   Residual Based Weighted Least Square Algorithm for Bluetooth/UWB Indoor Localization System [J].
Yang, Shaowei ;
Wang, Bo .
PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, :5959-5963
[20]   An accurate UWB based localization system using modified leading edge detection algorithm [J].
Pala, Sreenivasulu ;
Jayan, Sarada ;
Kurup, Dhanesh G. .
AD HOC NETWORKS, 2020, 97