Browse > Article
http://dx.doi.org/10.7840/kics.2012.37A.11.943

An Order Statistic-Based Spectrum Sensing Scheme for Cooperative Cognitive Radio Networks in Non-Gaussian Noise Environments  

Cho, Hyung-Weon (삼성탈레스)
Lee, Youngpo (성균관대학교 정보통신대학)
Yoon, Seokho (성균관대학교 정보통신대학)
Bae, Suk-Neung (국방과학연구소)
Lee, Kwang-Eog (국방과학연구소)
Abstract
In this paper, we propose a novel spectrum sensing scheme based on the order statistic for cooperative cognitive radio network in non-Gaussian noise environments. Specifically, we model the ambient noise as the bivariate isotropic symmetric ${\alpha}$-stable random variable, and then, propose a cooperative spectrum sensing scheme based on the order of observations and the generalized likelihood ratio test. From numerical results, it is confirmed that the proposed scheme offers a substantial performance improvement over the conventional scheme in non-Gaussian noise environments.
Keywords
cooperative spectrum sensing; non-Gaussian noise; order statistic; likelihood ratio test;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 S. Haykin, "Cognitive radio: Brain-empowered wireless communications," IEEE J. Select. Areas Comm., vol. 23, no. 2, pp. 201-220, Feb. 2005.   DOI   ScienceOn
2 T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications," IEEE Comm. Surveys, Tutorials, vol. 11, no. 1, pp. 116-130, First Quarter 2009.   DOI   ScienceOn
3 J. Lunden, V. Koivunen, A. Huttunen, and H. V. Poor, "Collaborative cyclostationary spectrum sensing for cognitive radio systems," IEEE Tr. Signal Process., vol. 57, no. 11, pp. 4182-4195, Nov. 2009.   DOI   ScienceOn
4 F. F. Digham, M. S. Alouini, and M. K. Simon, "On the energy detection of unknown signals over fading channels," IEEE Tr. Comm., vol. 55, no. 1, pp. 21-24, Jan. 2007.   DOI   ScienceOn
5 G. A. Tsihrintzis and C. L. Nikias, "Incoherent receivers in alpha-stable impulsive noise," IEEE Tr. Signal Process., vol. 43, no. 9, pp. 2225-2229, Sep. 1995.   DOI   ScienceOn
6 C. L. Nikias and M. Shao, Signal Processing with Alpha-Stable Distributions and Applications, 1st Ed. Wiley, 1995.
7 J. Park, C. Yu, and S. Yoon, "OFDM Frequency Offset Estimation Schemes Robust to the Non-Gaussian Noise(비정규 잡음에 강인한 OFDM 주파수 옵셋 추정 기법)," J. Korea Inform. Commun. Society, vol. 37A, no. 5, pp. 298-304, May 2012.   과학기술학회마을   DOI   ScienceOn
8 R. Tandra and A. Sahai, "SNR walls for signal detection," IEEE J. Select. Topics Signal Process., vol. 2, no. 1, pp. 4-17, Feb. 2008.   DOI   ScienceOn
9 A. Ghasemi and E. S. Sousa, "Opportunistic spectrum access in fading channels through collaborative sensing," J. Comm., vol. 2, no. 2, pp. 71-82, Mar. 2007.
10 B. Wang and K. J. R. Liu, "Advances in cognitive radio network: A survey," IEEE J. Select. Topics Signal Process., vol. 5, no. 1, pp. 5-23, Feb. 2011.   DOI   ScienceOn
11 J. Hajek, Z. Sidak, and P. K. Sen, Theory of Rank Tests, 2nd Ed. Academic, 1999.
12 H. A. David and H. N. Nagaraja, Order Statistics, 3rd Ed. Wiley, 2003.
13 I. Song, K. S. Kim, S. R. Park, and C. H. Park, Principles of Random Processes, 1st Ed. Kyobo, 2009.
14 P. K. Varshney, Distributed Detection and Data Fusion, 1st Ed. Springer-Verlag, 1996.
15 S. Atapattu, C. Tellambura, and H. Jiang, "Energy detection based cooperative spectrum sensing in cognitive radio networks," IEEE Tr. Wireless Comm., vol. 10, no. 4, pp. 1232-1241, Apr. 2011.   DOI   ScienceOn
16 J. Friedmann, E. Fishler, and H. Messer, "General asymptotic analysis of the generalized likelihood ratio test for a Gaussian point source under statistical or spatial mismodeling," IEEE Tr. Signal Process., vol. 50, no. 11, pp. 2617-2631, Nov. 2002.   DOI   ScienceOn