Automated RFID network planning with site-specific stochastic modeling and particle swarm optimization

2014 IEEE RFID Technology and Applications Conference, RFID-TA 2014

Volumn , Issue , 2014, Pages 44-49

  Dimitriou, Antonis G ^a   Siachalou, Stavroula ^a   Bletsas, Aggelos ^b   Sahalos, John N ^a,c  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^b TECHNICAL UNIVERSITY OF CRETE   (Greece)

^c UNIVERSITY OF NICOSIA   (Cyprus)

Author keywords

[No Author keywords available]

Indexed keywords

ANTENNAS; COST FUNCTIONS; RADIO FREQUENCY IDENTIFICATION (RFID); STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

ANTENNA CONFIGURATIONS; OVERLAPPING REGIONS; READER ANTENNA; RFID NETWORK PLANNING; SINGLE READERS; SITE-SPECIFIC; STOCHASTIC PROPAGATION; TAG LOCATIONS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84912077968     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RFID-TA.2014.6934198     Document Type: Conference Paper

References (18)

1. D. M. Dobkin, The RF in RFID: Passive UHF RFID in Practice, Oxford, Boston, Newnes (Elsevier), 2007.
2. A. Bahri, S. Chamberland, "On the wireless local area network design problem with performance guarantees", Elsevier Computer Networks, vol. 48, no. 6, pp. 856-866, Aug. 2005.
3. Q. Guan, Y. Liu, Y.-P. Yang, and W.-S. Yu, Genetic approach for network planning in the RFID systems, Sixth International Conference on Intelligent Systems Design and Applications (ISDA06), vol. 2, pp. 567-572, 2006.
4. H. Chen, Y. Zhu, K. Hu, "RFID Networks Planning Using Evolutionary Algorithms and Swarm Intelligence", 4th International Conference on Wireless Communications, Networking and Mobile Computing, Nov. 2008.
5. E. Di Giampaolo, F. Forn, G. Marrocco, "RFID-Network Planning by Particle Swarm Optimization", European Conference on Antennas and Propagation (EuCAP), Barcelona, Spain, April 2010.
6. Y.-J. Gong, M. Shen, J. Zhang, O. Kaynak, W.-N. Chen, and Z.- H. Zhan, "Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm with Redundant Reader Elimination," IEEE Transactions on Industrial Informatics, vol., no. 4, pp. 900-912, Nov. 2012.
7. I. Bhattacharya, U. K. Roy, "Optimal Placement of Readers in an RFID Network Using Particle Swarm Optimization", International Journal of Computer Networks & Communications, vol. 2, no. 6, pp. 225-234, Nov. 2010.
8. W.-C. Ke, B.-H. Liu, and M.-J. Tsai, "Constructing a Wireless Sensor Network to Fully Cover Critical Grids by Deploying Minimum Sensors on Grid Points Is NP-Complete", IEEE Transactions on Computers, vol. 56, no. 5, pp. 710-715, May 2007.
9. C. A. Balanis, Advanced Engineering Electromagnetics, 2nd Ed., New Jersey, John Wiley & Sons, 2012.
10. A. G. Dimitriou, A. Bletsas, and J. N. Sahalos, "Room coverage improvements of UHF RFID with commodity hardware," IEEE Antennas Propag. Mag., vol. 53, pp. 175-194, Feb. 2011.
11. A. G. Dimitriou, S. Siachalou, A. Bletsas, and J. N. Sahalos, "A Site-Specific Stochastic Propagation Model for Passive UHF RFID," IEEE Antennas Wireless. Propagat. Letters, vol. 13, pp. 623-626, Dec. 2014.
12. A. G. Dimitriou, S. Siachalou, A. Bletsas, and J. N. Sahalos, "Sitespecific stochastic propagation model for automated RFID network planning," 2013 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 603-606, Torino, Italy, Sept. 2013.
13. G. Marrocco, E. Di Giampaolo, and R. Aliberti., "Estimation of UHF RFID reading regions in real environments", IEEE Antennas Propag. Mag., vol. 51, pp. 44-57, Dec. 2009.
14. S. O. Rice, "Mathematical analysis of random noise", Bell System Technical Journal, vol. 24, pp. 46156, 1945.
15. J. D. Griffin, and G. D. Durgin, "Complete link budgets for backscatterradio and RFID systems", IEEE Antennas Propag. Mag., vol. 51, pp. 11-25, April 2009.
16. T. S. Rappaport, "Mobile Radio Propagation: Small Scale Fading and Multipath" in Wireless Communications Principles and Practice, 2nd Ed. Prentice Hall, 2001.
17. J. Kennedy, R. Eberhart, "Particle Swarm Optimization", in Proceedings of IEEE International Conference on Neural Networks IV, pp. 19421948, 1995.
18. Y. Shi, R. Eberhart, "A modified particle swarm optimizer", in Proceedings of IEEE International Conference on Evolutionary Computation, pp. 6973, 1998.