SA-PSO based optimizing reader deployment in large-scale RFID Systems

Journal of Network and Computer Applications

Volumn 52, Issue , 2015, Pages 90-100

  Tao, Ming ^a,b   Huang, Shuqiang ^c   Li, Yang ^c   Yan, Min ^a   Zhou, Yuyu ^c  

^a DONGGUAN UNIVERSITY OF TECHNOLOGY   (China)

^b SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^c JINAN UNIVERSITY   (China)

Author keywords

Coverage; Load balance; Reader deployment; RFID; SA PSO; Signal interference

Indexed keywords

ITERATIVE METHODS; LARGE SCALE SYSTEMS; RADIO FREQUENCY IDENTIFICATION (RFID); SIGNAL INTERFERENCE; SIMULATED ANNEALING;

COMBINATION OPTIMIZATION; COVERAGE; LOAD BALANCE; PARTICLE SWARM ALGORITHM; READER DEPLOYMENT; RFID NETWORK PLANNING (RNP); SA-PSO; SIMULATED ANNEALING ALGORITHMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84925652598     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2015.02.011     Document Type: Article

References (21)

1. I. Bhattacharya, and U.K. Roy Optimal placement of readers in an RFID network using particle swarm optimization Int J Comput Netw Commun 2 6 2010 225 234
2. H. Chen, Y. Zhu, and K. Hu Multi-colony bacteria foraging optimization with cell-to-cell communication for RFID network planning Appl Soft Comput 10 2 2010 539 547
3. H. Chen, Y. Zhu, K. Hu, and T. Ku RFID network planning using a multi-swarm optimizer J Netw Comput Appl 34 3 2011 888 901
4. H. Chen, Y. Zhu, L. Ma, and B. Niu Multiobjective RFID network optimization using multiobjective evolutionary and swarm intelligence approaches Math Probl Eng 2014 2014 1 13
5. Chui YC, Cheng HK, Chen KY. Optimal RFID networks scheduling using genetic algorithm and swarm intelligence. In: Proceedings of the IEEE international conference on systems, man and cybernetics; 2009. p. 1201-1208.
6. C. Cruz, J.R. González, and D.A. Pelta Optimization in dynamic environments: a survey on problems, methods and measures Soft Comput 15 7 2011 1427 1448
7. Feng H, Qi J. Optimal RFID networks planning using a hybrid evolutionary algorithm and swarm intelligence with multi-community population structure. In: Proceedings of the 14th international conference on advanced communication technology; 2012. p. 1063-1068.
8. Giampaolo E Di, Forni F, Marrocco G. RFID-network planning by particle swarm optimization. In: Proceedings of the 4th european conference on antennas and propagation; 2010. p. 1-5.
9. Y.J. Gong, M. Shen, J. Zhang, and O. Kaynak Optimizing RFID network planning by using a particle swarm optimization algorithm with redundant reader elimination IEEE Trans Ind Inform 8 4 2012 900 912
10. Guan Q, Liu Y, Yang Y, Yu W. Genetic approach for network planning in the RFID systems. In: Proceedings of the 6th international conference on intelligent systems design and applications; 2006. p. 567-572.
11. N. Irfan, M.C.E. Yagoub, and K. Hettak Genetic-based approach for efficient RFID reader antenna positioning Int J Inform Electron Eng 2 5 2012 780 784
12. Kennedy J, Eberhart R. Particle swarm optimization. In: Proceedings of the IEEE international conference on neural network; 1995. p. 1942-1948.
13. T.F. La Porta, G. Maselli, and C. Petrioli Anticollision protocols for single-reader RFID systems: temporal analysis and optimization IEEE Trans Mob Comput 10 2 2011 267 279
14. C.C. Lee Maximizing read accuracy by using genetic algorithms to locate RFID reader antennas at the portals J Softw 5 12 2010 1323 1326
15. Z. Li, C. He, J. Li, and X. Huang RFID reader anti-collision algorithm using adaptive hierarchical artificial immune system Expert Syst Appl 41 5 2014 2126 2133
16. V. Namboodiri, and L. Gao Energy-aware tag anticollision protocols for RFID systems IEEE Trans Mob Comput 9 1 2010 44 59
17. Yang Y, Wu Y, Xia M, Qin Z. A RFID network planning method based on genetic algorithm. In: Proceedings of the international conference on networks security, wireless communications and trusted computing; 2009. p. 534-537.
18. W. Yoon, and N.H. Vaidya RFID reader collision problem: performance analysis and medium access Wirel Commun Mob Comput 12 5 2012 420 430
19. J. Yu, W. Lee, and D.Z. Du Reducing reader collision for mobile RFID IEEE Trans Consum Electron 57 2 2011 574 582
20. Y. Zheng, and M. Li Fast tag searching protocol for large-scale RFID systems IEEE/ACM Trans Netw 21 3 2013 924 934
21. X. Zhu, S.K. Mukhopadhyay, and H. Kurata A review of RFID technology and its managerial applications in different industries J Eng Technol Manag 29 1 2012 152 167