Robust performance of spectrum sensing in cognitive radio networks

IEEE Transactions on Wireless Communications

Volumn 12, Issue 5, 2013, Pages 2217-2227

  Gong, Shimin ^a   Wang, Ping ^a   Huang, Jianwei ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Cognitive radio network; distribution uncertainty; robust optimization; spectrum sensing

Indexed keywords

COGNITIVE RADIO NETWORK; DETECTION PERFORMANCE; DETECTION PROBABILITIES; DISTRIBUTION UNCERTAINTY; FALSE ALARM PROBABILITY; ROBUST OPTIMIZATION; ROBUST SPECTRUM SENSING; SPECTRUM SENSING;

ALGORITHMS; OPTIMIZATION; RADIO SYSTEMS;

COGNITIVE RADIO;

EID: 84878693826     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2013.040213.120781     Document Type: Article

References (31)

1. S. Gong, P. Wang, and J. Huang, "Robust threshold design for cooperative sensing in cognitive radio networks, " in Proc. 2012 IEEE INFOCOM-mini.
2. M. Mchenry, "Spectrum white space measurements, " 2003 New America Foundation Broadband Forum.
3. S. Haykin, "Cognitive radio: brain-empowered wireless communications, " IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005. (Pubitemid 40245487)
4. R. Southwell, J. Huang, and X. Liu, "Spectrum mobility games, " in Proc. 2012 IEEE INFOCOM.
5. X. Chen and J. Huang, "Game theoretical approach for database assisted database sharing, " June 2012.
6. L. Duan, L. Gao, and J. Huang, "Contract-based cooperative spectrum sharing, " in Proc. 2011 IEEE DySPAN.
7. L. Gao, X. Wang, Y. Xu, and Q. Zhang, "Spectrum trading in cognitive radio networks: a contract-theoretic modeling approach, " IEEE J. Sel. Areas Commun., vol. 29, no. 4, pp. 843-855, Apr. 2011.
8. A. Ghasemi and E. Sousa, "Collaborative spectrum sensing for opportunistic access in fading environments, " in Proc. 2005 IEEE DySPAN, pp. 131-136.
9. S. Huang, X. Liu, and Z. Ding, "Optimal transmission strategies for dynamic spectrum access in cognitive radio networks, " IEEE Trans. Mobile Comput., vol. 8, no. 12, pp. 1636-1648, Dec. 2009.
10. H. T. Cheng and W. Zhuang, "Simple channel sensing order in cognitive radio networks, " IEEE J. Sel. Areas Commun., vol. 29, no. 4, pp. 676-688, Apr. 2011.
11. Y.-C. Liang, Y. 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, Apr. 2008.
12. W.-Y. Lee and I. F. Akyildiz, "Optimal spectrum sensing framework for cognitive radio networks, " IEEE Trans. Wireless Commun., vol. 7, no. 10, pp. 3845-3857, Oct. 2008.
13. W. Yin, P. Ren, Q. Du, and Y. Wang, "Delay and throughput oriented continuous spectrum sensing schemes in cognitive radio networks, " IEEE Trans. Wireless Commun., vol. PP, no. 99, 2012.
14. F. F. Digham, M.-S. Alouini, and M. K. Simon, "On the energy detection of unknown signals over fading channels, " IEEE Trans. Commun., vol. 55, no. 1, pp. 21-24, Jan. 2007. (Pubitemid 46351039)
15. A. Rao and M. Alouini, "Performance of cooperative spectrum sensing over non-identical fading environments, " IEEE Trans. Commun., vol. 59, no. 12, pp. 3249-3253, Dec. 2011.
16. Y. Zhang, Q. Zhang, and S. Wu, "Entropy-based robust spectrum sensing in cognitive radio, " IET Commun., vol. 4, no. 4, pp. 428-436, 2010.
17. J. Lunden, S. Kassam, and V. Koivunen, "Robust nonparametric cyclic correlation-based spectrum sensing for cognitive radio, " IEEE Trans. Signal Process., vol. 58, no. 1, pp. 38-52, Jan. 2010.
18. S. Gong, P. Wang, and W. Liu, "Spectrum sensing under distribution uncertainty in cognitive radio networks, " in Proc. 2012 IEEE ICC.
19. G. Taricco, "Optimization of linear cooperative spectrum sensing for cognitive radio networks, " IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 77-86, Feb. 2011.
20. K. Ben Letaief and W. Zhang, "Cooperative communications for cognitive radio networks, " Proc. IEEE, vol. 97, no. 5, pp. 878-893, May 2009.
21. E. Delage and Y. Ye, "Distributionally robust optimization under moment uncertainty with application to data-driven problems, " Operations Research, vol. 58, pp. 595-612, May 2010.
22. A. Ben-tal and A. Nemirovski, "Robust solutions of linear programming problems contaminated with uncertain data, " Mathematical Programming, vol. 88, pp. 411-424, 2000.
23. J. Tsitsiklis and M. Athans, "On the complexity of decentralized decision making and detection problems, " IEEE Trans. Automa. Control, vol. 30, no. 5, pp. 440-446, 1985. (Pubitemid 15478098)
24. K. Isii, "On sharpness of tchebycheff-type inequalities, " Annals of the Institute of Statistical Mathematics, vol. 14, pp. 185-197, 1962.
25. I. Popescu, D. Bertsimas, and Insead, Moment Problems Via Semidefinite Programming: Applications in Probability and Finance, ser. INSEAD working paper. INSEAD, 2000.
26. D. Bertsimas and I. Popescu, "Optimal inequalities in probability theory: a convex optimization approach, " SIAM J. Optimization, vol. 15, pp. 780-804, Mar. 2005. (Pubitemid 41156915)
27. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, 2004, appendix A. 5. 5.
28. M. Grotschel, L. Lovasz, and A. Schrijver, "The ellipsoid method and its consequences in combinatorial optimization, " Combinatorica, vol. 1, pp. 169-197, 1981.
29. J. F. Sturm, "Using SeDuMi 1. 02, a MATLAB toolbox for optimization over symmetric cones, " Optimization Methods and Software, vol. 11-12, pp. 625-653, 1999.
30. M. Mohammadkarimi, B. Mahboobi, and M. Ardebilipour, "Optimal spectrum sensing in fast fading rayleigh channel for cognitive radio, " IEEE Commun. Lett., vol. 15, no. 10, pp. 1032-1034, Oct. 2011.
31. V. DeMiguel and F. J. Nogales, "On decomposition methods for a class of partially separable nonlinear programs, " Mathematics of Operations Research, vol. 33, no. 1, pp. 119-139, 2008.