Robot-Based Indoor Positioning of UHF-RFID Tags: The SAR Method With Multiple Trajectories

被引:74
作者
Bernardini, Fabio [1 ]
Buffi, Alice [2 ]
Fontanelli, Daniele [3 ]
Macii, David [3 ]
Magnago, Valerio [4 ]
Marracci, Mirko [2 ]
Motroni, Andrea [1 ]
Nepa, Paolo [1 ]
Tellini, Bernardo [2 ]
机构
[1] Univ Pisa, Dept Informat Engn, I-56122 Pisa, Italy
[2] Univ Pisa, Dept Energy Syst Terr & Construct Engn, I-56122 Pisa, Italy
[3] Univ Trento, Dept Ind Engn, I-38123 Trento, Italy
[4] Univ Trento, Dept Informat Engn & Comp Sci, I-38123 Trento, Italy
关键词
Moving RFID reader; RFID; RFID robot; robot-based localization; synthetic aperture radar localization; tag indoor localization; UHF-RFID position measurement; UHF-RFID tags; 3D LOCALIZATION;
D O I
10.1109/TIM.2020.3033728
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
This article presents the application of the synthetic aperture radar (SAR) localization method for indoor positioning of ultrahigh-frequency (UHF)-radio frequency identification (RFID) tags when the robot-mounted reader antenna moves along multiple trajectories. By properly combining the phase data associated with a set of multiple paths, the whole length of the combined synthetic apertures enlarges, and then, the localization accuracy may improve. Besides, during consecutive inventory rounds, several tag position estimates are available, and they can be profitably combined to minimize the localization uncertainty. Different combination approaches are investigated to determine the best choice to improve the localization performance. The method capabilities are discussed through numerical analysis by considering different configurations of the multiple apertures and different measurement uncertainty sources. Finally, the proposed localization method is validated through an experimental analysis carried out with commercial RFID hardware and a robotic wheeled walker, in an indoor scenario, by employing different types of tags. The knowledge of the reader/robot trajectory required by the SAR method is here achieved with an optical system.
引用
收藏
页数:15
相关论文
共 50 条
[1]  
[Anonymous], 2000, NONUNIFORM SAMPLING
[2]   Multifrequency Continuous-Wave Radar Approach to Ranging in Passive UHF RFID [J].
Arnitz, Daniel ;
Witrisal, Klaus ;
Muehlmann, Ulrich .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2009, 57 (05) :1398-1405
[3]  
Azzouzi S., 2011, 2011 IEEE International Conference on RFID (IEEE RFID 2011), P91, DOI 10.1109/RFID.2011.5764607
[4]   Occupancy Detection by Multi-Power Bluetooth Low Energy Beaconing [J].
Barsocchi, Paolo ;
Crivello, Antonino ;
Girolami, Michele ;
Mavilia, Fabio ;
Palumbo, Filippo .
2017 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2017,
[5]   Particle Swarm Optimization in SAR-Based Method Enabling Real-Time 3D Positioning of UHF-RFID Tags [J].
Bernardini, Fabio ;
Buffi, Alice ;
Motroni, Andrea ;
Nepa, Paolo ;
Tellini, Bernardo ;
Tripicchio, Paolo ;
Unetti, Matteo .
IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 2020, 4 (04) :300-313
[6]   A SAR-Based Measurement Method for Passive-Tag Positioning With a Flying UHF-RFID Reader [J].
Buffi, Alice ;
Motroni, Andrea ;
Nepa, Paolo ;
Tellini, Bernardo ;
Cioni, Riccardo .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (03) :845-853
[7]   Experimental Validation of a SAR-Based RFID Localization Technique Exploiting an Automated Handling System [J].
Buffi, Alice ;
Pino, Marcos Rodriguez ;
Nepa, Paolo .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2017, 16 :2795-2798
[8]   A Phase-Based Technique for Localization of UHF-RFID Tags Moving on a Conveyor Belt: Performance Analysis and Test-Case Measurements [J].
Buffi, Alice ;
Nepa, Paolo ;
Lombardini, Fabrizio .
IEEE SENSORS JOURNAL, 2015, 15 (01) :387-396
[9]   A 5.6-GHz UWB Position Measurement System [J].
Cazzorla, Alessandro ;
De Angelis, Guido ;
Moschitta, Antonio ;
Dionigi, Marco ;
Alimenti, Federico ;
Carbone, Paolo .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2013, 62 (03) :675-683
[10]   A Multiple Baseline Approach to Face Multipath [J].
DiGiampaolo, Emidio ;
Martinelli, Francesco .
IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 2020, 4 (04) :314-321