Wavelet fingerprinting of radio-frequency identification (RFID) tags

IEEE Transactions on Industrial Electronics

Volumn 59, Issue 12, 2012, Pages 4843-4850

  Bertoncini, Crystal ^a   Rudd, Kevin ^a   Nousain, Bryan ^a   Hinders, Mark ^b  

^a NAVAL RESEARCH LABORATORY   (United States)

^b William and Mary   (United States)

Author keywords

Pattern recognition; radio frequency (RF) identification (RFID)

Indexed keywords

AUTOMATIC RECOGNITION; CREDIT CARDS; DYNAMIC WAVELET FINGERPRINTS; ELECTROMAGNETIC SIGNALS; MACHINE LEARNING TECHNIQUES; PATTERN CLASSIFICATION TECHNIQUES; PHYSICAL LAYERS; RADIO FREQUENCIES; RADIOFREQUENCY IDENTIFICATION TAGS; RF IDENTIFICATIONS; RF-ID TAGS; SENSITIVE DEVICES;

CLONING; NETWORK LAYERS; PATTERN RECOGNITION;

RADIO FREQUENCY IDENTIFICATION (RFID);

EID: 84863764554     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2011.2179276     Document Type: Article

References (28)

1. A. Juels, "RFID security and privacy: A research survey," IEEE J. Sel. Areas Commun., vol. 24, no. 2, pp. 381-395, Feb. 2006.
2. S. Bono and M. Green, "Security analysis of a cryptographically- enabled RFID device," in Proc. 14th USENIX Secur. Symp., P. McDaniel, Ed., 2005, pp. 1-16.
3. Y.-J. Huang, C.-C. Yuan, M.-K. Chen, W.-C. Lin, and H.-C. Teng, "Hardware implementation of RFID mutual authentication protocol," IEEE Trans. Ind. Electron., vol. 57, no. 5, pp. 1573-1582, May 2010.
4. T. Daniels, M. Mina, and S. F. Russell, "A signal fingerprinting paradigm for general physical layer and sensor network security and assurance," in Proc. 1st Int. Conf. Secur. Privacy Emerging Areas Commun. Netw., 2005, pp. 219-221.
5. O. Ureten and N. Serinken, "Wireless security through RF fingerprinting," Can. J. Elect. Comput. Eng., vol. 32, no. 1, pp. 27-33, 2007.
6. W. Suski, M. Temple, M. Mendenhall, and R. Mills, "Using spectral fingerprints to improve wireless network security," in Proc. IEEE GLOBECOM, Dec. 2008, pp. 1-5.
7. K. Lofstrom,W. R. Daasch, and D. Taylor, "IC identification circuit using device mismatch," in Proc. IEEE Int. Solid State Circuits Conf. Int. Dig. Tech. Papers, 2000, pp. 372-373.
8. H. P. Romero, K. A. Remley, D. F. Williams, and C. Wang, "Electromagnetic measurements for counterfeit detection of radio frequency identification cards," IEEE Trans. Microw. Theory Tech., vol. 57, no. 5, pp. 1383-1387, May 2009.
9. B. Danev, T. S. Heydt-Benjamin, and S. Ĉapkun, "Physical-layer identification of RFID devices," in Proc. 18th USENIX Secur. Symp., San Jose, CA, 2009, pp. 199-214.
10. D. Zanetti, B. Danev, and S. Ĉapkun, "Physical-layer identification of UHF RFID tags," in Proc. 16th Annu. Int. Conf. MobiCom, New York, 2010, pp. 353-364.
11. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley, 2001.
12. EPCglobal Inc., EPC Radio-Frequency Identity Protocols: Class-1 Generation-2 UHF RFID Protocol for Communications at 860 MHz-960 MHz Version 1.2.0, Oct. 2008. [Online]. Available: http://www. epcglobalinc.org/standards/ uhfc1g2
13. S.-C. Jung, M.-S. Kim, and Y. Yang, "Baseband noise reduction method using captured TX signal for UHF RFID reader applications," IEEE Trans. Ind. Electron., vol. 59, no. 1, pp. 592-598, Jan. 2012.
14. J.-B. Eom, S.-B. Yim, and T.-J. Lee, "An efficient reader anticollision algorithm in dense RFID networks with mobile RFID readers," IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2326-2336, Jul. 2009.
15. K. J. Ellis and N. Serinken, "Characteristics of radio transmitter fingerprints," Radio Sci., vol. 36, no. 4, pp. 585-597, 2001.
16. C. A. Bertoncini and M. K. Hinders, "Fuzzy classification of roof fall predictors in microseismic monitoring," Measurement, vol. 43, no. 10, pp. 1690-1701, Dec. 2010.
17. R. E. Learned and A. S. Wilsky, "A wavelet packet approach to transient signal classification," Appl. Comput. Harmonic Anal., vol. 2, no. 3, pp. 265-278, Jul. 1995.
18. J. Lopatka and M. Pedzisz, "Automatic modulation classification using statistical moments and a fuzzy classifier," in Proc. 5th WCCC-ICSP, 2000, vol. 3, pp. 1500-1506.
19. J. Hou and M. K. Hinders, "Dynamic wavelet fingerprint identification of ultrasound signals," Mater. Eval., vol. 60, no. 9, pp. 1089-1093, 2002.
20. C. A. Bertoncini, "Applications of pattern classification for time-domain signals," Ph.D. dissertation, College William Mary, Williamsburg, VA, May, 2010.
21. R. M. Haralick and L. G. Shapiro, Computer and Robot Vision, vol. I. Boston, MA: Addison-Wesley, 1992.
22. B. K. P. Horn, Robot Vision. Cambridge, MA: MIT Press, 1986.
23. A. R. Webb, Statistical Pattern Recognition, 2nd ed. Hoboken, NJ: Wiley, 2002.
24. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. NewYork: Cambridge Univ. Press, 2000.
25. R. P. W. Duin, PRTools Version 3.0: A MATLAB Toolbox for Pattern Recognition. Delft, The Netherlands: Delft Univ. Technol., 2000.
26. L. I. Kuncheva, Combining Pattern Classifiers Methods. New York: Wiley, 2004.
27. N. Japkowicz and S. Stephen, "The class imbalance problem: A systematic study," Intell. Data Anal., vol. 6, no. 5, pp. 429-449, Oct. 2002.
28. T. Fawcett, "An introduction to ROC analysis," Pattern Recognit. Lett., vol. 27, no. 8, pp. 861-874, Jun. 2006.