Eigenvalue-based sensing and SNR estimation for cognitive radio in presence of noise correlation

IEEE Transactions on Vehicular Technology

Volumn 62, Issue 8, 2013, Pages 3671-3684

  Sharma, Shree Krishna ^a   Chatzinotas, Symeon ^a   Ottersten, Bjorn ^a  

^a UNIVERSITY OF LUXEMBOURG   (Luxembourg)

Author keywords

Noise correlation; random matrix theory (RMT); signal to noise ratio (SNR) estimation; spectrum sensing (SS)

Indexed keywords

COGNITIVE RADIO; COVARIANCE MATRIX; ESTIMATION; MEAN SQUARE ERROR; RANDOM VARIABLES; SENSORS; SIGNAL TO NOISE RATIO; WHITE NOISE;

DECISION STATISTICS; NOISE CORRELATION; NORMALIZED MEAN SQUARE ERROR; RANDOM MATRIX THEORY; SENSING PERFORMANCE; SENSING TECHNIQUES; SIGNAL TO NOISE RATIO ESTIMATION; SPECTRUM SENSING;

EIGENVALUES AND EIGENFUNCTIONS;

EID: 84886651585     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2013.2260834     Document Type: Article

References (40)

1. A. Goldsmith, S. Jafar, I. Maric, and S. Srinivasa, "Breaking spectrum gridlock with cognitive radios: An information theoretic perspective," Proc. IEEE, vol. 97, no. 5, pp. 894-914, May 2009.
2. T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications," IEEE Commun. Surveys Tuts., vol. 11, no. 1, pp. 116-130, 1st Quart., 2009.
3. R. Tandra and A. Sahai, "SNR walls for signal detection," IEEE J. Sel. Topics Signal Process., vol. 2, no. 1, pp. 4-17, Feb. 2008. (Pubitemid 351392284)
4. L. Shen, H. Wang, W. Zhang, and Z. Zhao, "Blind spectrum sensing for cognitive radio channels with noise uncertainty," IEEE Trans. Wireless Commun., vol. 10, no. 6, pp. 1721-1724, Jun. 2011.
5. M. Orooji, R. Soosahabi, and M. Naraghi-Pour, "Blind spectrum sensing using antenna arrays and path correlation," IEEE Trans. Veh. Technol., vol. 60, no. 8, pp. 3758-3767, Oct. 2011.
6. S. Bokharaiee, H. Nguyen, and E. Shwedyk, "Blind spectrum sensing for OFDM-based cognitive radio systems," IEEE Trans. Veh. Technol., vol. 60, no. 3, pp. 858-871, Mar. 2011.
7. P. De and Y.-C. Liang, "Blind spectrum sensing algorithms for cognitive radio networks," IEEE Trans. Veh. Technol., vol. 57, no. 5, pp. 2834-2842, Sep. 2008.
8. Y. Zeng and Y. Chang Liang, "Eigenvalue-based spectrum sensing algorithms for cognitive radio," IEEE Trans. Commun., vol. 57, no. 6, pp. 1784-1793, Jun. 2009.
9. W. Zhang, G. Abreu, M. Inamori, and Y. Sanada, "Spectrum sensing algorithms via finite random matrices," IEEE Trans. Commun., vol. 60, no. 1, pp. 164-175, Jan. 2012.
10. A. Kortun, T. Ratnarajah, M. Sellathurai, C. Zhong, and C. Papadias, "On the performance of eigenvalue-based cooperative spectrum sensing for cognitive radio," IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 49-55, Feb. 2011.
11. A. M. Tulino and S. Verdu, "Random matrix theory and wireless communications," Found. Trends Commun. Inf. Theory, vol. 1, no. 1, pp. 1-182, Jun. 2004.
12. R. Couillet and M. Debbah, Random Matrix Methods for Wireless Communications, 1st ed. Cambridge, U.K.: Cambridge Univ. Press, 2011.
13. M. Matthaiou, M. Mckay, P. Smith, and J. Nossek, "On the condition number distribution of complex Wishart matrices," IEEE Trans. Commun., vol. 58, no. 6, pp. 1705-1717, Jun. 2010.
14. Y. Zeng and Y.-C. Liang, "Spectrum-sensing algorithms for cognitive radio based on statistical covariances," IEEE Trans. Veh. Technol., vol. 58, no. 4, pp. 1804-1815, May 2009.
15. M. Naraghi-Pour and T. Ikuma, "Autocorrelation-based spectrum sensing for cognitive radios," IEEE Trans. Veh. Technol., vol. 59, no. 2, pp. 718-733, Feb. 2010.
16. L. Cardoso, M. Debbah, P. Bianchi, and J. Najim, "Cooperative spectrum sensing using random matrix theory," in Proc. 3rd Int. Symp. Wireless Perv. Comput., May 2008, pp. 334-338.
17. C. Tepedelenlioglu and R. Challagulla, "Low-complexity multipath diversity through fractional sampling in OFDM," IEEE Trans. Signal Process., vol. 52, no. 11, pp. 3104-3116, Nov. 2004.
18. Y. Imaoka and Y. Sanada, "Experimental investigation of sampling rate selection with fractional sampling for IEEE802.11b WLAN system," in Proc. IEEE 70th Veh. Technol. Conf., Sep. 2009, pp. 1-5.
19. H. Nishimura, M. Inamori, and Y. Sanada, "Sampling rate selection for fractional sampling in OFDM," in Proc. IEEE 18th Int. Symp. PIMRC, Sep. 2007, pp. 1-5.
20. B. Li, Q.Wang, G. Lu, Y. Chang, and D. Yang, "Linear MMSE frequency domain equalization with colored noise," in Proc. IEEE 66th Veh. Technol. Conf., Sep. 30-Oct. 3, 2007, pp. 1152-1156.
21. F. Penna, R. Garello, D. Figlioli, and M. Spirito, "Exact non-asymptotic threshold for eigenvalue-based spectrum sensing," in Proc. 4th Int. Conf. CROWNCOM, Jun. 2009, pp. 1-5.
22. F. Penna, R. Garello, and M. Spirito, "Cooperative spectrum sensing based on the limiting eigenvalue ratio distribution in Wishart matrices," IEEE Commun. Lett., vol. 13, no. 7, pp. 507-509, Jul. 2009.
23. G. de Abreu,W. Zhang, and Y. Sanada, "Spectrum sensing algorithms via finite random matrix theory," in Proc. IEEE ICC, Jun. 2011, pp. 1-5.
24. L. Wang, B. Zheng, J. Cui, and W. Yue, "Spectrum sensing using nonasymptotic behavior of eigenvalues," in Proc. Int. Conf. Wireless Commun. Signal Process., Nov. 2011, pp. 1-5.
25. K. Cao and Z. Yang, "A novel cooperative spectrum sensing algorithm based on random matrix theory," in Proc. 6th Int. Conf.Wireless Commun. Netw. Mobile Comput., Sep. 2010, pp. 1-4.
26. K. Hassan, R. Gautier, I. Dayoub, E. Radoi, and M. Berbineau, "Predicted eigenvalue threshold based spectrum sensing with correlated multipleantennas," in Proc. IEEE 75th VTC Spring, May 2012, pp. 1-5.
27. L. Wang, B. Zheng, J. Cui, S. Tang, and H. Dou, "Cooperative spectrum sensing using free probability theory," in Proc. IEEE Global Telecommun. Conf., Dec. 2009, pp. 1-5.
28. L. Wang, B. Zheng, J. Cui, and Q. Meng, "Cooperative MIMO spectrum sensing using free probability theory," in Proc. 5th Int. Conf. Wireless Commun., Netw. Mobile Comput., Sep. 2009, pp. 1-4.
29. M. Grimm, R. K. Sharma,M. Hein, and R. Thoma, "Non-linearly induced interference and its mitigation in cognitive wideband receivers," in Proc. 18th Eur. Wireless Conf., Apr. 2012, pp. 1-6.
30. A. Vasilopoulos, G. Vitzilaios, G. Theodoratos, and Y. Papananos, "A low-power wideband reconfigurable integrated active RC filter with 73 dB SFDR," IEEE J. Solid-State Circuits, vol. 41, no. 9, pp. 1997-2008, Sep. 2006. (Pubitemid 44335008)
31. H. Shin and Y. Kim, "A CMOS active RC low-pass filter with simultaneously tunable high and low cutoff frequencies for IEEE 802.22 applications," IEEE Trans. Circuits Syst. II, Exp. Briefs, vol. 57, no. 2, pp. 85-89, Feb. 2010.
32. S. Haykin, Communication Systems, 4th ed. Hoboken, NJ, USA: Wiley, 2010.
33. Y. Zeng, Y.-C. Liang, A. Hoang, and R. Zhang, "A review on spectrum sensing for cognitive radio: Challenges and solutions," EURASIP J. Adv. Signal Process., vol. 2010, no. 1, pp. 1-15, Jan. 2010.
34. O. Tirkkonen and L. Wei, Foundation of Cognitive Radio Systems: Exact and Asymptotic Analysis of Largest Eigenvalue-based Spectrum Sensing. Paris, France: InTech, 2012, ch. 1.
35. X. Mestre, J. Fonollosa, and A. Pages-Zamora, "Capacity of MIMO channels: Asymptotic evaluation under correlated fading," IEEE J. Sel. Areas Commun., vol. 21, no. 5, pp. 829-838, Jun. 2003.
36. S. Loyka, "Channel capacity of MIMO architecture using the exponential correlation matrix," IEEE Commun. Lett., vol. 5, no. 9, pp. 369-371, Sep. 2001. (Pubitemid 32992752)
37. S. Chatzinotas, M. Imran, and R. Hoshyar, "On the multicell processing capacity of the cellular MIMO uplink channel in correlated Rayleigh fading environment," IEEE Trans. Wireless Commun., vol. 8, no. 7, pp. 3704-3715, Jul. 2009.
38. D. Voiculescu, "Multiplication of certain non-commuting random variables," J. Oper. Theory, vol. 18, no. 2, pp. 223-235, Feb. 1987.
39. B. Nosrat-Makouei, J. Andrews, and R. Heath, "MIMO interference alignment over correlated channels with imperfect CSI," IEEE Trans. Signal Process., vol. 59, no. 6, pp. 2783-2794, Jun. 2011.
40. S. M. Kay, Fundamentals of Statistical Signal Processing: Detection Theory. Englewood Cliffs, NJ, USA: Prentice-Hall, 1998.