Error Whitening Criterion for Linear Filter Estimation

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 2003, Pages 1447-1452

  Rao, Yadunandana N ^a   Erdogmus, Deniz ^a   Principe, Jose C ^a  

^a University of Florida   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; LEAST SQUARES APPROXIMATIONS; LINEAR SYSTEMS;

MEAN SQUARED ERROR (MSE);

ADAPTIVE FILTERING;

EID: 0141682992     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

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2. S.C. Douglas, "Analysis of an Anti-Hebbian Adaptive FIR Filtering Algorithm". IEEE Trans. Circuits and Systems-II: Analog and Digital Signal Processing, vol. 43, no. 11, 1996.
3. G.H. Golub, C.F. Van Loan, Matrix Computations, Johns Hopkins University Press, Baltimore, MD, 1989.
4. Y.N. Rao, J.C. Principe, "Efficient Total Least Squares Method for System Modeling Using Minor Component Analysis," Proceedings of NNSP'02, pp. 259-268, 2002.
5. F.J. Taylor, J. Mellott, Hands-On Digital Signal Processing, McGraw-Hill, 1998.
6. B. Widrow, S. D. Stearns. Adaptive Signal Processing, Prentice-Hall, New Jersey, 1985.
7. T. Y. Al-Naffouri and A. H. Sayed, "Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design," EURASIP Jour. App. Sig. Proc., no. 4, pp. 192-205, 2001.
8. E. Eweda, "Convergence Analysis of the Sign Algorithm Without the Independence and Gaussian Assumptions," IEEE Trans. Sig. Proc., vol. 48, no. 9, September 2000.
9. J.C. Principe, Y.N. Rao, D. Erdogmus, "Error Whitening Wiener Filters: Theory and Algorithms", to appear as chapter 10 in Advances in LMS Filters, ed., S. Haykin, B. Widrow.