Data dimension reduction using krylov subspaces: Making adaptive beamformers robust to model order-determination

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2006, Pages

  Ge, Hongya ^a   Kirsteins, Ivars P ^b   Scharf, Louis L ^c  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b NAVAL UNDERSEA WARFARE CENTER   (United States)

^c Veterinary Dentistry and Oral Surgery   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; ARRAY PROCESSING; COMPUTATIONAL COMPLEXITY;

ADAPTIVE BEAMFORMERS; DATA DIMENSION REDUCTION; KRYLOV PREPROCESSING; KRYLOV SUBSPACES;

BEAMFORMING;

EID: 33947651033     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. R. E. Zarnich, "A Fresh Look at 'Broadband' Passive Sonar Processing," Proc. of the Adaptive Sensor Array Processing Workshop (ASAP), Lexington, Massachusetts, March 1999.
2. H. Akaike, "A New Look at the Statistical Model Identification, " IEEE Trans. on Autom. Control, vol. AC-19, pp. 716-723, 1974.
3. J. Rissanen, "Modelling by Shortest Data Description," Aotomatica, vol. 14, pp. 465-471, 1978.
4. M. R. Hestenes, and E. Stiefel, "Methods of Conjugate Gradients for Solving Linear Systems," J. Res. Nat. Bur. Stand., vol. 49, pp. 409-436, 1952.
5. J. S. Goldstein, I. S. Reed, and L. L. Scharf, "A Multistage Representation of the Wiener Filter Based on Orthogonal Projections," IEEE Trans. on Inform. Theory, vol. 44, pp. 2943-2959, Nov. 1998.
6. M. E. Weippert, J. D. Hiemstra, J. S. Goldstein, and M. D. Zoltowski, "Insights from the Relationship between the Multistage Wiener Filter and the Method of Conjugate Gradients," Proceedings of the 2nd IEEE Workshop on Sensor Array and Multichannel Signal Processing, Washington, DC, Aug. 2002.
7. L. L. Scharf, L. T. McWhorter, E. K. P. Chong, J. S. Goldstein, and M. D. Zoltowski, "Algebraic Equivalence of Conjugate Direction and Multistage Wiener Filters," Proceedings of the Eleventh Annual Workshop on Adaptive Sensor Array Processing (ASAP), Lexington, Massachusetts, March 11-13, 2003.
8. J. Capon, "High-Resolution Frequency-Wavenumber Spectrum Analysis," Proc. IEEE, vol. 57, pp. 1408-1418, Aug. 1969.
9. H. Ge, M. Lundberg, and L. L. Scharf, "Warp Convergence in Conjugate Gradient Wiener Filters," Proc. of the third IEEE Workshop on Sensor Array and Multichannel Signal Processing, Barcelona, Spain, July, 2004.