One-bit null space learning for MIMO underlay cognitive radio

2013 Information Theory and Applications Workshop, ITA 2013 - Conference Proceedings

Volumn , Issue , 2013, Pages 283-289

  Noam, Yair ^a   Goldsmith, Andrea J ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE ANALYSIS; EXTRACTING INFORMATION; INTERFERENCE CHANNELS; LINEAR CONVERGENCE RATE; QUADRATIC CONVERGENCE RATES; SIGNAL-TO-INTERFERENCE PLUS NOISE POWER RATIOS; TRANSMITTED SIGNAL; UNDERLAY COGNITIVE RADIOS;

COGNITIVE RADIO; INFORMATION THEORY; LEARNING ALGORITHMS; RADIO SYSTEMS;

INTERFERENCE SUPPRESSION;

EID: 84877676430     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITA.2013.6502962     Document Type: Conference Paper

References (15)

1. Y. Noam and A. Goldsmith, "Blind null-space learning for MIMO underlay cognitive radio with primary user interference adaptation," to appear, IEEE Trans. Wireless Commun.
2. H. Yi, "Nullspace-based secondary joint transceiver scheme for cognitive radio MIMO networks using second-order statistics," in IEEE Int. Conf. Commun. (ICC), pp. 1-5, May 2010.
3. Z. Chen, C.-X. Wang, X. Hong, J. S. Thompson, S. A. Vorobyov, F. Zhao, H. Xiao, and X. Ge, "Interference mitigation for cognitive radio MIMO systems based on practical precoding," Arxiv preprint arXiv:1104.4155, vol. abs/1104.4155, 2011.
4. F. Gao, R. Zhang, Y. Liang, and X. Wang, "Design of learning-based MIMO cognitive radio systems," IEEE Trans. Vehic. Tech., vol. 59, no. 4, pp. 1707-1720, May 2010.
5. G. H. Golub and C. F. V. Loan, Matrix Computations. Baltimore, MD: The Johns Hopkins University Press, 3 ed., 1996.
6. G. E. Forsythe and P. Henrici, "The cyclic Jacobi method for computing the principal values of a complex matrix," Trans. American Math. Soc., vol. 94, no. 1, pp. 1-23, 1960.
7. P. Henrici and K. Zimmermann, "An estimate for the norms of certain cyclic Jacobi operators," Linear Algebra and Its Applications, vol. 1, no. 4, pp. 489-501, 1968.
8. K. V. Fernando "Linear convergence of the row cyclic Jacobi and Kogbetliantz methods," Numerische Mathematik, vol. 56, no.1, pp. 73-91, Jan., 1989.
9. P. Henrici, "On the speed of convergence of Cyclic and Quasicyclic Jacobi methods for computing eigenvalues of Hermitian matrices," J. Soc. Ind. App. Math., vol.6, no. 2, pp. 144-162, Feb., 1958.
10. J. H. Wilkinson, "Note on the quadratic convergence of the Cyclic Jacobi process," Numerische Mathematik, vol. 4, no.1, pp. 296-300, 1962. 10.1007/BF01386321.
11. V. Hari, "On sharp quadratic convergence bounds for the serial Jacobi methods," Numerische Mathematik, vol. 60, no. 1, pp. 375-406, Jan.1991.
12. R. P. Brent and F. T. Luk, "The solution of Singular-Value and Symmetric Eigenvalue Problems on multiprocessor arrays," vol. 6, no. 1, pp. 69-84, Jan., 1985.
13. B. N. Parlett, The Symmetric Eigenvalue Problem. Soc. Industrial Math., 1998.
14. Y. Noam and A. J. Goldsmith, "The one-bit null space learning algorithm and its convergence," Submitted to IEEE Trans. on Signal Process. also available at Arxiv preprint http://arxiv.org/abs/1301.2030, 2013.
15. C. Xiao, Y. R. Zheng, and N. Beaulieu, "Novel sum-of-sinusoids simulation models for rayleigh and Rician fading channels," IEEE Trans. Wireless Commun., vol. 5, no. 12, pp. 3667-3679, Dec. 2006.