A novel robust detection algorithm for spectrum sensing

IEEE Journal on Selected Areas in Communications

Volumn 29, Issue 2, 2011, Pages 305-315

  Lu, Lu ^a   Wu, Hsiao Chun ^a   Iyengar, S S ^b  

^a LOUISIANA STATE UNIVERSITY   (United States)

^b Louisiana State University   (United States)

Author keywords

DTV; higher order statistics (HOS); JB (Jarqur Bera) statistic; signal detection; Spectrum sensing

Indexed keywords

COGNITIVE RADIO; COMPUTATIONAL COMPLEXITY ANALYSIS; DTV; DTV SIGNALS; HIGHER ORDER STATISTICS; HIGHER-ORDER-STATISTICS (HOS); JB (JARQUR-BERA) STATISTIC; MICROPHONE SIGNALS; NORMALITY TESTS; ROBUST DETECTION ALGORITHMS; SAMPLE SIZES; SPECTRAL ANALYSIS; SPECTRUM SENSING;

COMPUTATIONAL COMPLEXITY; DIGITAL RADIO; DIGITAL TELEVISION; RADIO; SIGNAL DETECTION; SPECTRUM ANALYSIS; STATISTICS; TELEVISION BROADCASTING;

DETECTORS;

EID: 79251608215     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2011.110204     Document Type: Article

References (34)

1. D. Cabric, A. Tkachenko, and R. W. Brodersen, "Spectrum sensing measurements of pilot, energy, and collaborative detection," in Proc. IEEE Military Communications Conference, October 2006, pp. 1-7.
2. Y.-C. Liang, H.-H. Chen, J. Mitola, P. Mahonen, R. Kohno, J. H. Reed, and L. Milstein, "Guest editorial - cognitive radio: Theory and application," IEEE J. Sel. Areas Commun., vol. 26, no. 1, pp. 1-4, May 2008.
3. L. Zhang, Y.-C. Liang, and Y. Xin, "Joint beamforming and power allocation for multiple access channels in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 26, no. 1, pp. 38-51, January 2008.
4. Y. H. Zeng and Y.-C. Liang, "Eigenvalue based spectrum sensing algorithms for cognitive radio," IEEE Trans. Commun., vol. 57, no. 6, pp. 1784-1793, June 2009.
5. T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications," IEEE Commun. Surveys & Tutorials, vol. 11, no. 1, pp. 116-130, March 2009.
6. Y.-C. Liang and F. Chin, "Two suboptimal algorithms for downlink beamforming in FDD DS-CDMA mobile radio," IEEE J. Sel. Areas Commun., vol. 19, no. 7, pp. 1264-1275, July 2001. (Pubitemid 32690484)
7. H. S. Chen, W. Gao, and D. G. Daut, "Spectrum sensing for wireless microphone signals," in Proc. 5th IEEE Annual Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks Workshops, June 2008, pp. 1-5.
8. ATSC Digital Television Standard, Revision E with Amendments No. 1 and No. 2, Std., 2005.
9. Y.-C. Liang, Y. H. Zeng, E. C. Y. Peh, and A. T. Hoang, "Sensingthroughput tradeoff for cognitive radio networks," IEEE Trans. Wireless Commun., vol. 7, no. 4, pp. 1326-1337, April 2008.
10. M. Ghosh, V. Gaddam, and G. Turkenich, DTV Signal Sensing Using Pilot Detection, IEEE Std. 802.22-07/0125-00-0000, March 2007.
11. C. W. Einolf, Protection Criteria in the Broadcast Bands, IEEE Std. 802.22-07/0223r0, May 2007.
12. K. PO and J. TAKADA, "Conservative protection criteria for TV broadcasting services from ieee 802.22 WRAN," in 3rd International Conference on Cognitive Radio Oriented Wireless Networks and Communications, May 2008, pp. 1-4.
13. G. Chouinard, Use of collaborative sensing to reduce false positive results, IEEE Std. 802.22-08/0118r0, May 2008.
14. A. Sahai and D. Cabric, "Spectrum sensing: fundamental limits and practical challenges," in IEEE International Symposium on New Frontiers Dynamic Spectrum Access Networks, November 2005.
15. H. S. Chen, W. Gao, and D. G. Daut, "Signature based spectrum sensing algorithms for IEEE 802.22 WRAN," in Proc. IEEE International Conference on Communications (ICC), June 2007, pp. 6487-6492.
16. A. Sahai, N. Hoven, and R. Tandra, "Some fundamental limits on cognitive radio," in Proceedings of 42nd Allerton Conference on Communication, Control, Computing, October 2004, pp. 131-136.
17. S. Enserink and D. Cochran, "A cyclostationary feature detector," in Proceedings of Asilomar Conference on Signals, Systems and Computers, vol. 2, October-November 1994, pp. 806-810.
18. Y. P. Lin and C. He, "Subsection-average cyclostationary feature detection in cognitive radio," in Proc. International Conference on Neural Networks and Signal Processing, July 2008, pp. 604-608.
19. S. M. Kay, Fundamentals of Statistical Signal Processing: Detection Theory. Upper Saddle River, New Jersey: Prentice-Hall, 1998.
20. S. J. Shellhammer, S. Shankar, R. Tandra, and J. Tomcik, "Performance of power detector sensors of DTV signals in IEEE 802.22 WRANs," in Proceedings of the Fist International Workshop on Technology and Policy for Accessing Spectrum (TAPAS), August 2006.
21. A. Sonnenschein and P. M. Fishman, "Radiometric detection of spreadspectrum signals in noise of uncertainty power," IEEE Trans. Aerospace Electron. Syst., vol. 28, no. 3, pp. 654-660, July 1992.
22. R. Tandra and A. Sahai, "Fundamental limits on detection in low SNR under noise uncertainty," in Proc. International Conference on Wireless Networks, Communications and Mobile Computing, vol. 1, June 2005, pp. 464-469.
23. H. Urkowitz, "Energy detection of unknown deterministic signals," Proc. IEEE, vol. 55, no. 4, pp. 523-531, April 1967.
24. A. N. Mody, Spectrum Sensing of the DTV in the Vicinity of the Video Carrier Using Higher Order Statistics, IEEE Std. 802.22-07/0359r0, July 2007.
25. Initial signal processing of captured DTV signals for evaluation of detection algorithms, IEEE Std. 802.22-06/0158r2, August 2006.
26. C. L. Nikias and A. P. Petropulu, Higher-Order Spectra Analysis. New Jersey: Prentice-Hall, 1993.
27. (2010) Wikipedia webpage on Rayleigh distribution. [Online]. Available: http://en.wikipedia.org/wiki/Rayleigh-distribution
28. A. Renaux, P. Forster, P. Larzabal, and E. Boyer, "Unconditional maximum likelihood performance at finite number of samples and high signal-to-noise ratio," IEEE Trans. Signal Process., vol. 55, no. 5, pp. 2258-2364, May 2007.
29. N. Menemenlis and C. D. Charalambous, "An Edgeworth series expansion for multipath fading channel densities," in Proc. IEEE Conference on Decision and Control, vol. 4, December 2002, pp. 4030-4035.
30. H. Cramer, Random Variables and Probability Distributions. Cambridge University Press, 1970.
31. L. Lu, K. Yan, and H.-C. Wu, "Novel robust gaussianity test for sparse data," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, March 2010.
32. C. Clanton, M. Kenkel, and Y. Tang, Wireless microphone signal simulation method, IEEE Std. 802.22-07/0124r0, March 2007.
33. S. Shellhammer, Numerical Spectrum Sensing Requirements, IEEE Std. 802.22-06/0088r0, June 2006.
34. S. Shellhammer, V. Tawil, G. Chouinard, M. Muterspaugh, and M. Ghosh, Spectrum Sensing Simulation Model, IEEE Std. 802.22- 06/0088r0, March 2006.