Bounding the performance of the LMS estimator for cases where performance exceeds that of the finite Wiener filter

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

Volumn 3, Issue , 1998, Pages 1417-1420

  Quirk, Kevin J ^a   Zeidler, James R ^a   Milstein, Laurence B ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYSIS TECHNIQUES; FILTER LENGTH; FINITE SET; INFORMATION DEPENDENCIES; LEAST MEAN SQUARES; NONLINEAR ESTIMATOR; WIENER FILTERS;

SIGNAL PROCESSING;

ESTIMATION;

EID: 0031628593     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.1998.681713     Document Type: Conference Paper

References (8)

1. P. J. Brockwell and R. A. Davis, Eme Series: Theory and Methods, Springer, New York, NY, 2nd edition, 1991
2. M. C. Davis, "Factoring the spectral matrix," IEEE Transactions on Automatic Control, vol. 8, no. 4, pp-296-305, October 1963
3. S. Haykin, Adaptive Filter Theory, Prentice Hall, Englewood Cliffs, NJ, 3rd edition, 1996
4. R. North, R. Axford, and J. Zeidler, "The performance of adaptive equalization for digital communications systems corrupted by interference," in 27th ASILOMAR Conference on Signals, Systems and Computers, 1993, pp. 1548-1553
5. M. Reuter and J. Zeidler, "Non-Wiener effects in LMSimplemented adaptive equalizers," in Proceedings of ICASSP-97, Munich, Germany, April 1997
6. B. Widrow, J. Glover, J. McCool, J. Kaunitz, C. Williams, R. Hearn, J. Zeidler, E. Dong Jr., and R. Goodin, "Adaptive noise canceling: principles and applications," Proceedings of the IEEE, vol. 63, no. 12, pp. 1692-1716, December 1975
7. B. Widrow, J. McCool, M. Larimore, and R. Johnson Jr., "Stationary and non-stationary learning characteristics of the LMS adaptive filter," Proceedings of the IEEE, vol. 64, no. 8, pp. 1151-1162, August 1976
8. E. Wong, "On the multidimensional prediction and filtering problem and the factorization of spectral matrices," Joumal of the Franklin Institute, vol. 272, no. 2, pp. 87-99, August 1961.