Skip to main content

Enhancing Performance and Reliability of RFID Middleware Using Mobile Agents

  • Conference paper
Wireless Algorithms, Systems, and Applications (WASA 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7405))

Abstract

If a very large volume of data generated from the scan of RFID tags on individual items continuously flow into a single RFID middleware component with limited hardware resources, its entire data processing time for extracting necessary information from this huge amount of scanned data may become considerably longer. This paper presents mobile agent-based distributed software modules applicable to traditional RFID systems to highly alleviate a huge amount of workload of the middleware by addressing this fundamental limitation. They provide a convenient environment enabling required data to be pre-processed repeatedly in transit by transferring a mobile agent including its specified data management rules to numerous mobile readers. Simulation results verify that our proposed system performs better and more reliable than the traditional one processing the data by fixed readers after having arrived at the destination in case a large amount of RFID tag data should be processed in middlewares with RFID readers.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Ahn, J.: Lightweight Fault-tolerance Mechanism for Distributed Mobile Agent-based Monitoring. In: Proc. of International IEEE CCNC Workshop on Dependable and Sustainable Peer-to-Peer Systems (January 2009)

    Google Scholar 

  2. Armenio, F., Barthel, H., Burstein, L., Dietrich, P., Duker, J., Garrett, J., Hogan, B., Ryaboy, O., Sarma, S.: The EPCglobal Architecture Framework Final Version 1.2, pp. 24-26 (September 2007)

    Google Scholar 

  3. Cimino, M., Marcelloni, F.: Autonomic tracing of production processes with mobile and agent-based computing. Information Sciences 181(5), 935–953 (2011)

    Article  Google Scholar 

  4. Chae, H., Park, J., Cui, J., Lee, J.: An adaptive load balancing management technique for RFID middleware systems. Softw. Pract. Exper. 40, 485–506 (2010)

    Article  Google Scholar 

  5. Cucurull, J., Marti, R., Navarro-Arribas, G., Robles, S., Borrell, J., Suades, G.: Fragment Transfer Protocol: An IEEE-FIPA based efficient transfer protocol for mobile agents. Computer Communications 33(18), 2203–2214 (2010)

    Article  Google Scholar 

  6. Dong, Q., Shukla, A., Shrivastava, V., Agrawal, D., Banerjee, S., Kar, K.: Load balancing in large-scale RFID systems. Computer Networks 52(9), 1782–1796 (2008)

    Article  MATH  Google Scholar 

  7. EPCglobal, Low Level Reader Protocol (LLRP), Version 1.0.1, pp. 51-92 (August 2007)

    Google Scholar 

  8. EPCglobal, The Application Level Events (ALE) Specification, Version 1.1 Part I: Core Specification, pp. 17-20 (2008)

    Google Scholar 

  9. Glover, B., Bhatt, H.: RFID Essentials, pp. 1–20. O’Reilly (2006)

    Google Scholar 

  10. Gonzalez, H., Han, J., Li, X., Klabjan, D.: Warehousing and Analyzing Massive RFID Data Sets. In: Proceedings of the 22nd IEEE ICDE Conference (2006)

    Google Scholar 

  11. Jeffery, S., Garofalakis, M., Franklin, M.: Adaptive Cleaning for RFID Large Data Bases. In: Proceeding of the 32nd International Conference on VLDB, pp. 163–174 (2006)

    Google Scholar 

  12. Lin, K., Chen, M., Zeadally, S., Rodrigues, J.: Balancing energy consumption with mobile agents in wireless sensor networks. Future Generation Computer Systems 28(2), 446–456 (2012)

    Article  Google Scholar 

  13. Park, S., Song, J., Kim, C., Kim, J.: Load balancing method using connection pool in RFID middleware. In: Proceedings of the Fifth ACIS International Conference on Software Engineering Research, Management and Applications (SERA 2007), Busan, South Korea, pp. 132–137 (2007)

    Google Scholar 

  14. Rifidi Technology, Rifidi User Guide (2007), http://www.rifidi.org/documentation.html

  15. Su, C., Wu, C.: JADE implemented mobile multi-agent based, distributed information platform for pervasive health care monitoring. Applied Soft Computing 11(1), 315–325 (2011)

    Article  Google Scholar 

  16. The METRO Group Future Store Initiative (1895), http://www.future-store.org , http://www.eweek.com/article2/0,1895,2152562,00.asp

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ahn, J. (2012). Enhancing Performance and Reliability of RFID Middleware Using Mobile Agents. In: Wang, X., Zheng, R., Jing, T., Xing, K. (eds) Wireless Algorithms, Systems, and Applications. WASA 2012. Lecture Notes in Computer Science, vol 7405. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31869-6_24

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-31869-6_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31868-9

  • Online ISBN: 978-3-642-31869-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics