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A 3D Localization System for Complex Indoor RFID Tag Environments

    Author

    • Rawaa Kadhim Al-Hachami

    Department of Electrical and Electronic Engineering, College of Engineering, Thi-Qar University

,

Document Type : Research Article

10.63463/kjes1154
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Abstract

Radio Frequency Identification (RFID) is an information exchange technology that leverages radio wave communication. The RFID system facilitates automatic identification and tracking of individuals and products by comprising two components- reader and tag. It also presents a viable solution for indoor localisation. In this study, we propose a novel, low-cost, range-free localization scheme tailored for three-dimensional (3D) positioning within high-complexity indoor RFID environments. The scheme employs a network of RFID tags with known locations as reference points to estimate the 3D coordinates of a target object enclosed within a hexahedral space and tagged with an RFID. Additionally, we assess the localization error to ensure robust performance. Simulation results demonstrate that our algorithm achieves notable accuracy, showcasing its effectiveness in addressing the challenges of 3D localization. This study contributes a scalable and cost-efficient approach to RFID-based localization, paving the way for advancements in smart indoor environments.

Keywords

  • RFID
  • localization
  • indoor communications
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References
[1]       e. a. D. Xie, "A Portable RFID Localization Approach for Mobile Robots," IEEE Internet of Things Journal (IEEE Internet of Things Journal), vol. 9, pp. 23332-23347, 2022.
[2]       F. D. ] X. Wu, Z. Chen, "RFID 3D-LANDMARC Localization Algorithm Based on Quantum Particle Swarm Optimization Electronics " (Multidisciplinary Digital Publishing Institute). vol. 7, p. 19, 2018.
[3]       e. a. Xiaoxuan Liang, " E3DinSAR: 3-D Localization of RFID-Tagged Objects Based on Interference Synthetic Apertures,," IEEE Internet of Things Journal vol. 7, 2020.
[4]       Y. S. D. Wang, Z. Leng and Y. Qi,, " Optimization of Radio Frequency Identification Reference Tag Location Algorithm Based on Back Propagation Neural Network,," in 2021 6th Asia Conference on Power and Electrical Engineering (ACPEE), Chongqing, China, pp. 537-541, 2021., 2021.
[5]       M. P.-S. a. A. S. M. Scherhäufl, ""Localization of Passive UHF RFID Tags Based on a Frequency-Stepped Continuous-Wave Approach,," presented at the 2019 Wireless Telecommunications Symposium (WTS), 2019.
[6]       and Z. Baqir, "IoT based automation of a home and alert system," Computers and Informatics, vol. 3, pp. 1-8, 2023.
[7]       Y. G. L. Yang, and X. Wang, , "Improving RFID indoor localization accuracy using channel diversity,," " IEEE Internet of Things Journal, vol. 4, pp. 2472–2482, 2017.
[8]       K. Yu and I. Sharp, " Positioning algorithms for localization in wireless sensor networks: A review,," IEEE Transactions on Vehicular Technology, vol. 64, pp. 1284–1300, 2015.
[9]       A. R. J. F. Seco, and J. C. Prieto,, " A survey of mathematical methods for indoor localization,," in 2012 IEEE International Symposium on Intelligent Signal Processing, 2012, pp. 77-82.
[10]     H. D. H. Liu, P. Banerjee, and J. Liu, , ""Survey of wireless indoor positioning techniques and systems,," IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol. 37, pp. 1067–1080, 2007.
[11]     N. Choosri and W. Pattara-atikom, " A survey on indoor positioning systems and technologies," " in 2015 IEEE Conference on Consumer Electronics (ICCE), , 2015, pp. 156-159.
    • Article View: 232
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Kerbala Journal for Engineering Sciences
Volume 5, Issue 1
March 2025
Pages 1-12
Files
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  • PDF 4.61 M
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How to cite
  • RIS
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  • BibTeX
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Statistics
  • Article View: 232
  • PDF Download: 150

APA

Al-Hachami, R. (2025). A 3D Localization System for Complex Indoor RFID Tag Environments. Kerbala Journal for Engineering Sciences, 5(1), 1-12. doi: 10.63463/kjes1154

MLA

Rawaa Kadhim Al-Hachami. "A 3D Localization System for Complex Indoor RFID Tag Environments". Kerbala Journal for Engineering Sciences, 5, 1, 2025, 1-12. doi: 10.63463/kjes1154

HARVARD

Al-Hachami, R. (2025). 'A 3D Localization System for Complex Indoor RFID Tag Environments', Kerbala Journal for Engineering Sciences, 5(1), pp. 1-12. doi: 10.63463/kjes1154

VANCOUVER

Al-Hachami, R. A 3D Localization System for Complex Indoor RFID Tag Environments. Kerbala Journal for Engineering Sciences, 2025; 5(1): 1-12. doi: 10.63463/kjes1154

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