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Optimization and Integration of RFID Navigation System by Using Different Location Algorithms

Ali Najdet Nasret(1*), Zuhair Shakor Mahmood(2)

(1) Northern technical university, Kirkuk technical institute, Department of electronics, Iraq
(2) Northern technical university, Kirkuk technical institute, Department of electronics, Iraq
(*) Corresponding author


DOI: https://doi.org/10.15866/iree.v14i4.16684

Abstract


The detection of mobile objects locations is vital for many fields of technology such as banking systems, social media, and driving assistance technologies (i.e. Google Maps). This approach is firstly proposed for supporting security and arm forces. Then, location-based services have gained the attention of data scientist so, it has become essential for providing access for particular files of service in accordance with geographical area/countries restrictions. So-to-say, location-based services have become paramount in modern days technologies. These systems are more likely required large knowledge of signal processing, radio frequency and electromagnetic theories. Several estimation algorithms are deployed in this paper for evaluating the location of mobile object over small scale indoor environment. In order to tackle connectivity problems such as No Line of Sight (LoS), energy consumption and time delay; Radio-frequency Identification (RFID) system is used to satisfy the requirements of real-life systems. In this paper, three location optimization algorithms namely Triangulation, Weighted Centroid Localization (WCL) and Bayes Decision Rule (with Kalman filter integration) have been used to evaluate the location of that mobile object. Every algorithm is examined with efforts in order the accuracy of each one to detect the location. However, the performance of all the algorithms is compared; the outcomes of Kalman filter integration with Bayes Decision rule algorithm have been more accurate.
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Keywords


Location Estimation Algorithms; Triangulation; Weighted Centroid Localization; Kalman Filter; Bayes Decision Theorym; Radio Frequency Identification (RFID) Systems

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References


G. Casserly, D. Richardson, Operation of Current Navigation Aids and Future Prospects, IEEE Transactions on Communications, vol.21, Issue 5, 1973, pp.427-435.
https://doi.org/10.1109/tcom.1973.1091685

Lubin Chang; Baiqing Hu, An Li, Fangjun Qin, Strap down inertial navigation system alignment based on marginalized unscented kalman filter ,IET Science, Measurement &Technology, vol. 7, Issue 4,2013,pp.128-138.
https://doi.org/10.1049/iet-smt.2012.0071

Y. J. Zhang, R. X. Gao, Y. He and M. S. Tong, Effective Design of Microstrip-Line Chipless RFID Tags Based on Filter Theory, in IEEE Transactions on Antennas and Propagation, vol. 67, no. 3, pp. 1428-1436, March 2019.
https://doi.org/10.1109/tap.2018.2879854

Po-Chou Liang, Paul Krause, Smartphone-Based Real-Time Indoor Location Tracking With 1-m Precision, IEEE Journal of Biomedical and Health Informatics, vol. 20, Issue 3, 2016, pp.756-762.
https://doi.org/10.1109/jbhi.2015.2500439

Anindya S. Paul, Eric, A. Wan, Received signal strength indication-based localization method with unknown path-loss exponent for HVDC electric field measurement, IEEE Journal of Selected Topics in Signal Processing,vol. 3,Issue 5,2009,pp.860-873.
https://doi.org/10.1049/hve.2017.0085

Yiu Wing Edwin Chan, Boon-Hee Soong, Discrete Weighted Centroid Localization (dWCL) Performance Analysis and Optimization, IEEE Access,vol.4,Issue 5,2016, pp.6283-6294.
https://doi.org/10.1109/access.2016.2612225

Wei Cheng, Xiuzhen Cheng, Min Song, Biao Chen, Wendy W. Zhao, On the Design and Deployment of RFID Assisted Navigation Systems for VANETs, IEEE Transactions on Parallel and Distributed Systems ,vol.23,Issue 7,2012,pp.1267-1274.
https://doi.org/10.1109/tpds.2011.259

Degan Zhang, Xiang Wang, Xiaodong Song, Dexin Zhao, A Novel Approach to Mapped Correlation of ID for RFID Anti-Collision, IEEE Transactions on Services Computing, vol.7, Issue 4,2014,pp.741-748.
https://doi.org/10.1109/tsc.2014.2370642

Zhou Jian-Ming ; Shao Ke-Ran ; Zhou Ke-Ding ; Zhan Qiong-Hua ,Computing constrained triangulation and Delaunay triangulation: a new algorithm ,IEEE Transactions on Magnetics,vol.26,Issue 2,1990,pp.694-697.
https://doi.org/10.1109/20.106412

Jun Wang; Paulo Urriza; Yuxing Han ; Danijela Cabric ,Weighted Centroid Localization Algorithm: Theoretical Analysis and Distributed Implementation IEEE Transactions on Wireless Communications, vol.10, Issue 10, 2011, pp.3403-3413.
https://doi.org/10.1109/twc.2011.081611.102209

Shailesh Chaudhari, Danijela Cabric ,Cyclic Weighted Centroid Algorithm for Transmitter Localization in the Presence of Interference, IEEE Transactions on Cognitive Communications and Networking,vol.2,Issue 2,2016,pp.162-177.
https://doi.org/10.1109/tccn.2016.2586078

P.F. Christopher, A Bayes approach to frequency optimization for satellite communication, Proceedings of the IEEE, vol. 56, Issue 12, 1968,pp.2186-2187.
https://doi.org/10.1109/proc.1968.6849

Chengjun Liu, Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure, IEEE Transactions on Pattern Analysis and Machine Intelligence,vol.30,Issue 6,2008,pp.1116-1117.
https://doi.org/10.1109/tpami.2008.66

C. M. Kwan, F. L. Lewis, A note on Kalman filtering, IEEE Transactions on Education,vol.42.Issue 3,1999, pp.225-227.
https://doi.org/10.1109/13.779904

S. T. Rappaport, Wireless Communications: Principles and Practice, New Jersey, 1996.

Grillo, C., Montano, F., Automatic EKF Tuning for UAS Path Following in Turbulent Air, (2018) International Review of Aerospace Engineering (IREASE), 11 (6), pp. 241-246.
https://doi.org/10.15866/irease.v11i6.15122

Madevan, B., Sudhagar, K., Rajarajeswari, G., Navigational Intelligence of an Autonomous Mobile Robot participating in an Agent Based Architecture co-ordinates, (2014) International Review of Mechanical Engineering (IREME), 8 (4), pp. 742-749.

Z. Raida,Steering an adaptive antenna array by the simplified Kalman filter, IEEE Transactions on Antennas and Propagation,vol.43.Issue 6,1995,pp.627-629.
https://doi.org/10.1109/8.387180

Bouassam, H., Degardin, V., Rifi, M., Effects of Load Distribution on Indoor Power Line Communication, (2017) International Journal on Communications Antenna and Propagation (IRECAP), 7 (3), pp. 246-253.
https://doi.org/10.15866/irecap.v7i3.11378

Soewito, B., Wiguna, A., Suharjito, S., Diana, D., Bluetooth Low Energy: Comparing 4 Trilateration Models in Indoor Positioning System, (2018) International Journal on Communications Antenna and Propagation (IRECAP), 8 (6), pp. 500-509.
https://doi.org/10.15866/irecap.v8i6.13476

Vadivukkarasi, K., Kumar, R., Enhancement of Indoor Localization by Path-Loss Reduction Using Modified RSSI Technique, (2014) International Review on Computers and Software (IRECOS), 9 (5), pp. 865-871.

Al Hazza, M., Abu Bakar, A., Adesta, E., Taha, A., Real Time Handling System to Enhance the Productivity Based on the Layout Improvement, (2016) International Review on Modelling and Simulations (IREMOS), 9 (6), pp. 459-463.
https://doi.org/10.15866/iremos.v9i5.9645

Ennajih, A., Zbitou, J., Latrach, M., Errkik, A., Tajmouati, A., El Abdellaoui, L., A New Design of UHF RFID Tag Antenna Using Double Negative Metamaterial Based on Fractal SRR, (2017) International Review on Modelling and Simulations (IREMOS), 10 (6), pp. 392-398.
https://doi.org/10.15866/iremos.v10i6.12280

Grillo, C., Montano, F., An EKF Based Method for Path Following in Turbulent Air, (2017) International Review of Aerospace Engineering (IREASE), 10 (1), pp. 1-6.
https://doi.org/10.15866/irease.v10i1.10501


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