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
[21]   A Spherical-Wavefront-Based Scatterer Localization Algorithm Using Large-Scale Antenna Arrays [J].
Chen, Jiajing ;
Wang, Stephen ;
Yin, Xuefeng .
IEEE COMMUNICATIONS LETTERS, 2016, 20 (09) :1796-1799
[22]   The iterated extended set membership filter applied to relative localization between autonomous vehicles based on GNSS and UWB ranging [J].
Bolting, Jan ;
Fergani, Soheib .
ASIAN JOURNAL OF CONTROL, 2019, 21 (04) :1556-1565
[23]   Benchmarking UWB-Based Infrastructure-Free Positioning and Multi-Robot Relative Localization: Dataset and Characterization [J].
Moron, Paola Torrico ;
Salimpour, Sahar ;
Fu, Lei ;
Yu, Xianjia ;
Queralta, Jorge Pena ;
Westerlund, Tomi .
2023 IEEE SENSORS APPLICATIONS SYMPOSIUM, SAS, 2023,
[24]   UWB-based System for UAV Localization in GNSS-Denied Environments: Characterization and Dataset [J].
Queralta, Jorge Pena ;
Almansa, Carmen Martinez ;
Schiano, Fabrizio ;
Floreano, Dario ;
Westerlund, Tomi .
2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, :4521-4528
[25]   Deep learning-based ranging error mitigation method for UWB localization system in greenhouse [J].
Niu, Ziang ;
Yang, Huizhen ;
Zhou, Lei ;
Taha, Mohamed Farag ;
He, Yong ;
Qiu, Zhengjun .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2023, 205
[26]   Free Sensor Array based Relative Localization System for Wireless Capsule Endoscopy [J].
Xu, Yangxin ;
Meng, Max Q. -H. .
2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2018, :550-555
[27]   A Novel UWB/IMU/Odometer-Based Robot Localization System in LOS/NLOS Mixed Environments [J].
Sun, Jian ;
Sun, Wei ;
Zheng, Jin ;
Chen, Zhongyu ;
Tang, Chenjun ;
Zhang, Xing .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 :1-13
[28]   A UWB-based localization system: analysis of the effect of anchor positions and robustness enhancement in indoor environments [J].
Ferrigno, L. ;
Miele, G. ;
Milano, F. ;
Pingerna, V ;
Cerro, G. ;
Laracca, M. .
2021 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2021), 2021,
[29]   An Efficient Relative Localization Method via Geometry-based Coordinate System Selection [J].
Xu, Lingwei ;
Shen, Xiao ;
Han, Tony Xiao ;
Du, Rui ;
Shen, Yuan .
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, :4522-4527
[30]   Scatterer Localization Using Large-Scale Antenna Arrays Based on a Spherical Wave-Front Parametric Model [J].
Yin, Xuefeng ;
Wang, Stephen ;
Zhang, Nan ;
Ai, Bo .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (10) :6543-6556