A new variable length LMS algorithm: Theoretical analysis and implementations

Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems

Volumn 3, Issue , 2002, Pages 1031-1034

  Bilcu, Radu Ciprian ^a   Kuosmaneri, Pauli ^a   Egiazarian, Karen ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE LEAST MEAN SQUARE FILTERS; LMS ALGORITHMS; MEAN SQUARED ERROR; OPTIMUM LENGTH; SYSTEM IDENTIFICATIONS; VARIABLE LENGTH; WIENER SOLUTION;

ADAPTIVE FILTERING; ADAPTIVE FILTERS; ELECTRIC FILTERS;

ALGORITHMS;

EID: 1642301687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICECS.2002.1046426     Document Type: Conference Paper

References (5)

1. S. S. Haykin, Adaptive Filter Theory, 2nd edition, Prentice-Hall, Englewood Cliffis, NJ, 1991.
2. T. Aboulnasr and K. Mayyas, "A Robust Variable Step-Size LMS-type Algorithm: Analysis and Simulations", IEEE Transactions on Signal Processing, Vol.45, No.3, 1997, pp. 631-639.
3. Z. Pritzker and A. Feuer, "Variable Length Stochastic Gradient Algorithm", IEEE Transactions on Signal Processing, Vol.39, No.4, 1991, pp. 997-1001.
4. Y. K. Won, R.-H. Paik, J. H. Park and B.-U. Lee, "Variable LMS Algorithms Using the Time Constant Concept" IEEE Transactions on Consumer Electronics, Vol. 40, No. 3, 1994.
5. R. C. Bilcu, P. Kuosmanen and K. Egiazarian, "Length Adaptation for Transform Domain LMS Algorithm Using Filter Banks", Proceedings of TICSP Workshop on Spectral Methods and Multirate Signal Processing, SMMSP'2001, 2001, pp. 159-164.