Improved Algorithm for RFID Indoor Positioning
DOI: 10.23977/acss.2021.050107 | Downloads: 23 | Views: 1061
Author(s)
Jiangyu Yan 1
Affiliation(s)
1 School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, 102206, China
Corresponding Author
Jiangyu YanABSTRACT
For indoor RFID localization, the LANDMARC algorithms and the VIRE algorithms are two typical RFID indoor localization algorithms. This paper analyzes the characteristics of the two algorithms and proposes an improved RFID indoor positioning algorithm. The proposed algorithm uses numerical interpolation to calculate the RSSI of virtual tags, uses double-weight fusion to obtain the weight of candidate tags, and combines the centroid method to locate the unknown tag. Simulation results show that the proposed algorithm improves the positioning accuracy.
KEYWORDS
Indoor positioning, RFID, VIRE algorithm, positioning algorithmCITE THIS PAPER
Jiangyu Yan. Improved Algorithm for RFID Indoor Positioning. Advances in Computer, Signals and Systems (2021) 5: 48-54. DOI: http://dx.doi.org/10.23977/acss.2021.050107
REFERENCES
[1] Xu H, Wu M, Li P, et al. An RFID indoor positioning algorithm based on support vector regression[J]. Sensors, 2018, 18(5): 1504.
[2] López Y Á, de Cos Gómez M E, Andrés F L H. A received signal strength RFID-based indoor location system[J]. Sensors and Actuators A: Physical, 2017, 255: 118-133.
[3] Ma Y, Wang B, Pei S, et al. An indoor localization method based on AOA and PDOA using virtual stations in multipath and NLOS environments for passive UHF RFID[J]. IEEE Access, 2018, 6: 31772-31782.
[4] Zhu J, Xu H. Review of RFID-based indoor positioning technology[C]//International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. Springer, Cham, 2018: 632-641.
[5] Liu H,Darabi H,Banerjee P,et al. Survey of Wireless Indoor Positioning Techniques and Systems[J]. IEEE Transactions on Systems Man&Cybernetics Part C, 2007,37(6):1067-1080.
[6] Choi J S, Lee H, Lee S C, et al. Reducing localization ambiguity of immobile passive UHF RFID tagged physical objects[C]//2011 8th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI). IEEE, 2011: 35-40..
[7] Ni L M, Liu Y, Lau Y C, et al. LANDMARC: Indoor location sensing using active RFID[C]//Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003). IEEE, 2003: 407-415.
[8] Wang H, Chen Y. Adaptive VIRE indoor positioning algorithm based on Kriging interpolation[J]. International Journal of RF Technologies, 2019, 10(3-4): 115-130.
Downloads: | 11335 |
---|---|
Visits: | 240326 |
Sponsors, Associates, and Links
-
Power Systems Computation
-
Internet of Things (IoT) and Engineering Applications
-
Computing, Performance and Communication Systems
-
Journal of Artificial Intelligence Practice
-
Journal of Network Computing and Applications
-
Journal of Web Systems and Applications
-
Journal of Electrotechnology, Electrical Engineering and Management
-
Journal of Wireless Sensors and Sensor Networks
-
Journal of Image Processing Theory and Applications
-
Mobile Computing and Networking
-
Vehicle Power and Propulsion
-
Frontiers in Computer Vision and Pattern Recognition
-
Knowledge Discovery and Data Mining Letters
-
Big Data Analysis and Cloud Computing
-
Electrical Insulation and Dielectrics
-
Crypto and Information Security
-
Journal of Neural Information Processing
-
Collaborative and Social Computing
-
International Journal of Network and Communication Technology
-
File and Storage Technologies
-
Frontiers in Genetic and Evolutionary Computation
-
Optical Network Design and Modeling
-
Journal of Virtual Reality and Artificial Intelligence
-
Natural Language Processing and Speech Recognition
-
Journal of High-Voltage
-
Programming Languages and Operating Systems
-
Visual Communications and Image Processing
-
Journal of Systems Analysis and Integration
-
Knowledge Representation and Automated Reasoning
-
Review of Information Display Techniques
-
Data and Knowledge Engineering
-
Journal of Database Systems
-
Journal of Cluster and Grid Computing
-
Cloud and Service-Oriented Computing
-
Journal of Networking, Architecture and Storage
-
Journal of Software Engineering and Metrics
-
Visualization Techniques
-
Journal of Parallel and Distributed Processing
-
Journal of Modeling, Analysis and Simulation
-
Journal of Privacy, Trust and Security
-
Journal of Cognitive Informatics and Cognitive Computing
-
Lecture Notes on Wireless Networks and Communications
-
International Journal of Computer and Communications Security
-
Journal of Multimedia Techniques
-
Automation and Machine Learning
-
Computational Linguistics Letters
-
Journal of Computer Architecture and Design
-
Journal of Ubiquitous and Future Networks