Skip to main content
Log in

A methodological approach to optimizing RFID deployment

  • Published:
Information Systems Frontiers Aims and scope Submit manuscript

Abstract

The interest of adopting RFID continues to grow in many industries, ranging from supply chain automation to healthcare management. However, dynamics of the operating environment is one of the major challenges that impede RFID deployment. Even though numerous researchers focus on controlled laboratory experiments to enhance the success of deployment, it is found that system performance in the actual production environment may differ significantly from that conducted in a controlled laboratory, resulting in poor deployment result. To cope with this situation, this paper proposes an RFID Deployment Optimizer (RFIDDO), which is a generic methodology for optimizing the RFID configuration to provide objective, quantifiable data about the data capture performance of RFID readers for comparing and optimizing RFID applications in a scientific manner. A case study has also been conducted in a logistics company to demonstrate the implementation of RFIDDO and provide contextual details to help other firms in coping with the environmental dynamics in the journey of RFID deployment.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16

Similar content being viewed by others

References

  • Aamodt, A., & Plaza, E. (1994). Case-based reasoning: Foundational issues, methodological variations, and system approaches. Artificial Intelligence Communications, 7(1), 39–59.

    Google Scholar 

  • Adams, D. (2005). How RFID will work in metal environments. UsingRFID.com. Available from: http://www.usingrfid.com/features/read.asp?id=24 (accessed 1 December 2008).

  • Angeles, R. (2007). An empirical study of the anticipated consumer response to RFID product item tagging. Industrial Management & Data Systems, 107(4), 461–483.

    Article  Google Scholar 

  • Bai, Y., Wang, F., & Liu, P. (2006). Efficiently Filtering RFID Data Streams. In Proceedings of the CleanDB 2006.

  • Bardaki, C., Kourouthanassis, P., & Pramatari, K. (2012). Deploying RFID-enabled services in the retail supply chain: Lessons learned toward the internet of things. Information Systems Management, 29, 233–245.

    Article  Google Scholar 

  • Beckner, M., Simms, M., & Venkatesh, R. (2009). Pro RFID in BizTalk Server 2009. Berkeley: Apress.

    Book  Google Scholar 

  • Bhuptani, M. (2005). RFID field guide: Deploying radio frequency identification systems. New Jersey: Prentice Hall.

    Google Scholar 

  • Çakıcı, O. E., Groenevelt, H., & Seidmann, A. (2011). Using RFID for the management of pharmaceutical inventory—system optimization and shrinkage control. Decision Support Systems, 51, 842–852.

    Article  Google Scholar 

  • Clarke, R. H., Twede, D., Tazelaar, J. R., & Boyer, K. K. (2006). Radio frequency identification (RFID) performance: The effect of tag orientation and package contents. Packaging Technology and Science, 19, 45–54.

    Article  Google Scholar 

  • Darcy, P., Stantic, B., & Sattar, A. (2011). An intelligent approach to handle False-Positive Radio Frequency Identification Anomalies. Intelligent Data Analysis, 15, 931–954.

    Google Scholar 

  • Dobkin, D. M., & Weigand, S. M. (2005). Environmental effects on RFID tag antennas. In Proceedings of the IEEE MTT-S International Conference on Microwave Symposium Digest (pp. 135–138).

  • Everett, W. (2005). Intermec and METRO Group Achieve 99 Percent RFID Pallet Tag Read Rates at METRO Group. Business Wire. Available from: http://www.frontlinetoday.com/frontline/article/articleDetail.jsp?id=145281 (accessed 21 November 2008).

  • Fenning, C. (2005). The RFID tagging guide: Secrets For Handling Difficult To Read Products. ODIN Technologies. Available from: http://www.rfidsolutionsonline.com/doc.mvc/The-RFID-Tagging-Guide-Secrets-For-Handling-D-0001 (accessed 26 October 2012).

  • Gilbert, A. (2004). Patent problems plague RFID. CNET News.com. Available from: http://www.zdnet.com.au/insight/hardware/0,39023759,39159309,00.htm (accessed 22 November 2008).

  • Heese, H. S. (2007). Inventory record inaccuracy, double marginalization, and RFID adoption. Production and Operations Management, 16, 542–553.

    Article  Google Scholar 

  • Hsu, C. C., & Yuan, P. C. (2011). The design and implementation of an intelligent deployment system for RFID readers. Expert Systems with Applications, 38, 10506–10517.

    Article  Google Scholar 

  • IDTechEx (2005). RFID Progress at Wal-Mart. IDTechEx.com. Available from: http://www.idtechex.com/products/en/articles/00000161.asp (accessed 1 December 2008).

  • Impinj (2005). Receptivity—a tag performance metric. Available from: http://www.impinj.com/files/MR MZ WP 00005 TagReceptivity.pdf (accessed 10 October 2008).

  • Jones, E. C., & Chung, C. A. (2008). RFID in logistics: A practical introduction. Boca Raton: CRC Press/Taylor & Francis.

    Google Scholar 

  • Kriegel, H. P., Kröger, P., Schubert, E., & Zimek, A. (2010). Outlier Detection Techniques. In Proceedings of SIAM International Conference on Data Mining, 2010.

  • Kwok, S. K., Tsang, A. H. C., Ting, J. S. L., Lee, W. B., & Cheung, B. C. F. (2008). An Intelligent RFID-based Electronic Anti-Counterfeit System (InRECS) for the manufacturing industry. In Proceedings of 17th International Federation of Automatic Control (IFAC) World Congress 2008 (pp. 5482–5487). Seoul, Korea.

  • Lekakos, G. (2007). Exploiting RFID digital information in enterprise collaboration. Industrial Management & Data Systems, 107(8), 1110–1122.

    Article  Google Scholar 

  • Mo, J. P. T., Sheng, Q. Z., Li, X., & Zeadally, S. (2009). RFID infrastructure design: A case study of two Australian RFID projects. IEEE Internet Computing, 13, 14–21.

    Article  Google Scholar 

  • Montgomery, D. C. (2005). Design and analysis experiments. New York: Wiley.

    Google Scholar 

  • Nikitin, P. V., & Rao, K. V. S. (2006). Performance Limitations of Passive UHF RFID Systems. In Proceedings of IEEE Antennas and Propagation Society International Symposium (pp. 1011–1014). Albuquerque, New Mexico.

  • O’Connor, M. C. (2004). ODIN Benchmarks RFID EPC Tags. RFID Journal. Available from: http://www.rfidjournal.com/article/view/1199 (accessed 26 October 2012).

  • O’Connor, M. C. (2006). ODIN Benchmarks EPC Gen 2 Tags. RFID Journal. Available from: http://www.rfidjournal.com/article/view/2071 (accessed 26 October 2012).

  • Richter, C. (2000). RFID – An educational primer. Global Alliance and Intermec Technologies Corporation.

  • Schuster, E. W., Scharfeld, T. A., Kar, P., Brock, D. L., & Allen, S. J. (2004). Analyzing the RFID Tag Read Rate Issue. The Cutter IT Journal E-Mail Advisor. Available from: http://mitdatacenter.org/CutterITAdvisor.pdf (accessed 1 December 2008).

  • Ting, J. S. L., Kwok, S. K., Lee, W. B., Tsang, A. H. C., Cheung, B. C. F., & Lee, G. Y. H. (2007). Design and development of an RFID-based behavioral awareness system for animal care management. Annual Journal of IIE (HK), 27, 47–56.

    Google Scholar 

  • Wu, N. C., Nystrom, M. A., Lin, T. R., & Yu, H. C. (2006). Challenges to global RFID adoption. Technovation, 26, 1317–1323.

    Article  Google Scholar 

  • Zaino, J. (2007). How to Perform an RFID Site Survey. RFID Journal. Available from: http://www.rfidjournal.com/article/articleview/3348/1/430/ (accessed 12 October 2008).

  • Zhou, X., & Wang, G. (2004). Study of the Influence of Curving of Tag Antennas on Performance of RFID System. In Proceedings of the 4th International Conference on Microwave and Millimeter Wave Technology (pp. 122–125), Beijing, China.

Download references

Acknowledgments

The authors would like to express their sincere thanks to the Research Committee of The Hong Kong Polytechnic University for its financial support of the research work. Many thanks are also due to the Innovation Technology Commission of the Government of the Hong Kong Special Administrative Region of the People’s Republic of China for providing the resources for the research work (Project no. GHS/091/04).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. L. Ting.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cheung, B.C.F., Ting, S.L., Tsang, A.H.C. et al. A methodological approach to optimizing RFID deployment. Inf Syst Front 16, 923–937 (2014). https://doi.org/10.1007/s10796-012-9391-8

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10796-012-9391-8

Keywords

Navigation