Robust adaptive beamforming using probability-constrained optimization

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn 2005, Issue , 2005, Pages 934-939

  Vorobyov, Sergiy A ^a   Rong, Yue ^a   Gershman, Alex B ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE OPTICS; COMPUTATIONAL COMPLEXITY; NONLINEAR PROGRAMMING; OPTIMIZATION; PROBABILITY; PROBLEM SOLVING;

ADAPTIVE BEAMFORMING; MINIMUM VARIANCE (MV) BEAMFORMING; NONCONVEX PROBLEMS; PROBABILITY CONSTRAINED OPTIMIZATION PROBLEM;

BEAMFORMING;

EID: 33747319303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ssp.2005.1628728     Document Type: Conference Paper

References (14)

1. S. A. Vorobyov, A. B. Gershman, and Z.-Q. Luo, "Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem," IEEE Trans. Signal Processing, vol. 51, pp. 313-324, Feb. 2003.
2. R. G. Lorenz and S. P. Boyd, "Robust minimum variance beamforming," IEEE Trans. Signal Processing, vol. 53, pp. 1684-1696, May 2005.
3. H. Cox, R. M. Zeskind, and M. H. Owen, "Robust adaptive beamforming," IEEE Trans. Acoust., Speech, and Signal Processing, vol. 35, pp. 1365-1376, Oct. 1987.
4. A. B. Gershman, "Robust adaptive beamforming in sensor arrays," AEU - Int. Journal Electron. Comm., vol. 53, pp. 305-314, Dec. 1999.
5. Y. Rong, S. A. Vorobyov, and A. B. Gershman, "A robust linear receiver for multi-access space-time block coded MIMO systems based on probability-constrained optimization," Proc. VTC'04 - Spring, Milan, Italy, May 2004, vol. 1, pp. 118-122.
6. Y. Rong, S. A. Vorobyov, and A. B. Gershman, "Robust linear receiver design for multi-access space-time block coded MIMO systems using stochastic optimization," Proc. IEEE Workshop on Statistical Signal Processing, Bordeaux, France, July 2005.
7. A. Prékopa, Stochastic Programming. Dordrecht, Netherlands: Kluwer Academic Publishers, 1995.
8. R. A. Monzingo and T. W. Miller, Introduction to Adaptive Arrays. New York: Wiley, 1980.
9. J. Li, P. Stoica, and Z. Wang, "On robust Capon beamforming and diagonal loading," IEEE Trans. Signal Processing, vol. 51, pp. 1702-1715, July 2003.
10. O. Besson and F. Vincent, "Performance analysis of beamformers using generalized loading of the covariance matrix in the presence of random steering vector errors," IEEE Trans. Signal Processing, vol. 53, pp. 452-459, Feb. 2005.
11. A. B. Gershman, C. F. Mecklenbräuker, and J. F. Böhme, "Matrix fitting apprach to direction of arrival estimation with imperfect coherence of wavefronts," IEEE Trans. Signal Processing, vol. 45, pp. 1894-1899, July 1997.
12. G. Fuks, J. Goldberg, and H. Messer, "Bearing estimation in a Ricean channel. Part I: Inherent accuracy limitations," IEEE Trans. Signal Processing, vol. 49, pp. 925-937, May 2001.
13. D. P. Bertsekas, Nonlinear Programming. Belmont, Athena Scientific, 1995.
14. Y. Nesterov and A. Nemirovski, Interior Point Polynomial Algorithms in Convex Programming. Philadelphia, PA: SIAM, 1994.