Accurate RFID localization algorithm with particle swarm optimization based on reference tags

Journal of Intelligent and Fuzzy Systems

Volumn 31, Issue 5, 2016, Pages 2697-2706

  Li, Jian Qiang ^a   Zhang, Shen Peng ^a   Yang, Lei ^b   Fu, Xiang Hua ^b   Ming, Zhong ^a   Feng, Gang ^a  

^a SHENZHEN UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

correction factor; Indoor location; PSO; reference tags

Indexed keywords

OPTIMIZATION; RADIO FREQUENCY IDENTIFICATION (RFID);

APPLICATION PROSPECT; CORRECTION FACTORS; ENVIRONMENTAL COMPLEXITY; EQUIPMENT MANAGEMENT; INDOOR ENVIRONMENT; INDOOR LOCATIONS; REFERENCE TAGS; RFID LOCALIZATIONS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84992065811     PISSN: 10641246     EISSN: 18758967     Source Type: Journal    
DOI: 10.3233/JIFS-169109     Document Type: Article

References (35)

1. L. Ni, Y. Liu, Y.C. Lau and A. Patil, Landmarc: Indoor location sensing using active rfid, Wireless Networks 10 (2004), 701-710. doi:10.1023/B:WINE.0000044029.06344.dd
2. L. Shangguan, Z. Li, Z. Yang, M. Li and Y. Liu, Otrack: Order tracking for luggage in mobile rfid systems, INFOCOM, 2013 Proceedings IEEE, 2013, pp. 3066-3074. doi:10.1109/INFCOM.2013.6567119
3. K. Wu, J. Xiao, Y. Yi, M. Gao and L. Ni, Fila: Fine-grained indoor localization, INFOCOM, 2012 Proceedings IEEE, 2012, pp. 2210-2218. doi: 10.1109/INFCOM.2012.6195606
4. R. Stoleru, T. He and J. Stankovic, Walking gps: A pratical solution for localization in manually deployed wireless sensor networks, Local Computer Networks, 2004 29th Annual IEEE International Conference on, 2004, pp. 480-489. doi:10.1109/LCN.2004.136
5. Y. Wang, X. Jia and H.K. Lee, An indoors wireless positioning system based on wireless local area network infrastructure, 6th Int Symp on Satellite Navigation Technology Including Mobile Positioning & Location Services, 54.
6. R. Ouyang, A.-S.Wong and K.T.Woo, Gps localization accuracy improvement by fusing terrestrial toa measurements, Communications (ICC), 2010 IEEE International Conference on, 2010, pp. 1-5. doi:10.1109/ICC. 2010.5502809
7. P. Nikitin, R. Martinez, S. Ramamurthy, H. Leland, G. Spiess and K. Rao, Phase based spatial identification of uhf rfid tags, RFID, 2010 IEEE International Conference on, 2010, pp. 102-109. doi:10.1109/RFID.2010.5467253
8. C. Hekimian-Williams, B. Grant, X. Liu, Z. Zhang and P. Kumar, Accurate localization of rfid tags using phase difference, RFID, 2010 IEEE International Conference on, 2010, pp. 89-96. doi:10.1109/RFID.2010.5467268
9. J. Hightower, R. Want and G. Borriello, Spoton: An indoor 3d location sensing technology based on rf signal strength, University of Washi-ngton, Department and of Computer Science and Engineering.
10. N.B. Priyantha, A. Chakraborty and H. Balakrishnan, The cricket locationsupport system, Proceedings of 6th ACM Tnterna-tional Conference on Mobile Camputing and Networking (ACM MOB-ICOM) 8, 2000, pp. 32-43. doi:10.1145/345910.345917
11. P. Bahl and V.N. Padmanabhan, Radar: An in-buil-ding rfbased user location and tracking system, INFOCOM 2000 Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies Proceedings IEEE 2, 2000, pp. 775-784. doi:10.1109/INFCOM.2000.832252
12. P. Robertson, M. Angermann and M. Khider, Improving simultaneous localization and mapping for pedestrian navigation and automatic maping of buildings by using online human-based feature labeling, Position Location and Navigation Symposium (PLANS), 2010 IEEE/ION, 2010, pp. 365-374. doi:10.1109/PLANS.2010.5507304
13. T. Liu, L. Yang, Q. Lin, Y. Guo and Y. Liu, Anchor-free backscatter positioning for rfid tags with high accuracy, INFOCOM, 2014 Proceedings IEEE, 2014, pp. 379-387. doi:10.1109/INFOCOM.2014.6847960
14. A. Pinto, A. Moreira and P. Costa, A localization method based on map-matching and particle swarm optimization, Journal of Intelligent & Robotic Systems 77 (2015) 313-326. doi:10.1007/s10846-013-0009-2
15. C.J.Y.Wong, K.Wand Q.Z. Lin, Error detection in arithmetic coding with artificial markers, Computers & Mathematics with Applications 62 (2011), 359-366. doi:10.1016/j.camwa.2011.05.017
16. Y. Liu, J. Yang, Q. Meng, Z. Lv, Z. Song and Z. Gao, Stereoscopic image quality assessment method based on binocular combination saliency model, Signal Processing 125 (2016), 237-248.
17. J. Yang, R. Xu, Z. Lv and H. Song, Analysis of camera arrays applicable to the internet of things, Sensors 16(3) (2016), 421.
18. D. Jiang, X. Ying, Y. Han and Z. Lv, Collaborative multihop routing in cognitive wireless networks, WirelessPersonal Communications 86(2) (2016), 901-923.
19. J. Yang, Y. Lin, Z. Gao, Z. Lv, W. Wei and H. Song, Quality index for stereoscopic images by separately evaluating adding and subtracting, PloS One 10(12) (2015), e0145800.
20. J. Yang, J. Zhou, Z. Lv, W. Wei and H. Song, A realtime monitoring system of industry carbon monoxide based on wireless sensor networks, Sensors 15(11) (2015), 29535-29546.
21. Y. Lin, J.Yang, Z. Lv, W.Wei and H. Song, Aself-assessment stereo capture model applicable to the internet of things, Sensors 15(8) (2015), 20925-20944.
22. J. Yang, B. Chen, J. Zhou and Z. Lv, A low-power and portable biomedical device for respiratory monitoring with a stable power source, Sensors 15(8) (2015), 19618-19632.
23. D. Jiang, Z. Xu and Z. Lv, A multicast delivery approach with minimum energy consumption for wireless multi-hop networks, Telecommunication Systems (2015), 1-12.
24. Z. Lv, A. Halawani, S. Feng, H. Li and S.U. Ŕehman, Multimodal hand and foot gesture interaction for handheld devices, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 11(1s) (2014), 10.
25. Y. Liu, Z. Yang, X.Wang and L. Jian, Location, localization, and localizability, Journal of Computer Science and Technology 25 (2010), 274-297. doi:10.1007/s11390-010-9324-2
26. J. Xiao, K. Wu, Y. Yi and L. Ni, Fifs: Fine-grained indoor fingerprinting system, Computer Communications and Networks (ICCCN), 2012 21st International Conference on, 2012, pp. 1-7. doi:10.1109/ICCCN.2012.6289200
27. Q. Lin, Q. Zhu, P. Huang, J. Chen, Z. Ming and J. Yu, A novel hybrid multiobjective immune algorithm with adaptive differential evolution, Computers & Operations Research 62 (2015), 95-111.
28. L.W.X. Du, Z. H and Y. Zhu, Combining quantum-behaved pso and k2 algorithm for enhance gene network construction, Current Bionfinormatics 8 (2013), 133-137. doi:10.2174-157489313804871515
29. J.Q. Li and S.Q. He, An intelligent wire less sensor networks system with multiple servers communication, International Journal of Distributed Sensor Networks 7 (2015), 1-9. doi:10.1155/2015-960173
30. A. Gopakumar and L. Jacob, Localization in wireless sensor networks using particle swarm optimization, IET Conference on Wireless, Mobile and Multimedia Networks, 2008, pp. 227-230. doi:10.1049/cp:20080185
31. J. Wang and D. Katabi, Dude, where's my card?: Rfid positioning thatworks with multipath and non-line of sight, ACM SIGCOMM Computer Communication Review 43 (2013), 51-62. doi:10.1145/2534169.2486029
32. Z. Zhu, J. Xiao, J.-Q. Li, F.Wang and Q. Zhang, Global path planning of wheeled robots using multi-objective memetic algorithms, Integrated Computer-Aided Engineering 22(4) (2015), 387-404.
33. C.J.Y. Lin and Q. Z, A novel micro-population immune multiobjective optimization algorithm, Computers & Operations Research 40 (2013), 1590-1601. doi:10.1016/j.cor. 2011.11.011
34. D. Zhang, J. Ma, Q. Chen and L. Ni, An rf-based system for tracking transceiver-free objects, Pervasive Computing and Communications, 2007PerCom '07Fifth Annual IEEE International Conference on, 2007, pp. 135-144. doi:10.1109/PERCOM.2007.8
35. L. Yang, Y. Chen, X.-Y. Li, C. Xiao, M. Li and Y. Liu, Tagoram: Real-time tracking of mobile rfid tags to high precision using cots devices, Proceedings of the 20th Annual International Conference on Mobile Computing and Networking ACM, 2014, pp. 237-248. doi:10.1145/2639108.2639111