A modified variable degree variable step size LMS algorithm

Midwest Symposium on Circuits and Systems

Volumn , Issue , 1998, Pages 506-509

  Haddad, M I ^a   Khasawneh, M A ^a  

^a JORDAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Jordan)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTANT STEP SIZES; CORRELATED SIGNALS; INDIVIDUAL COMPONENTS; MODIFIED ALGORITHMS; NEAR-OPTIMAL PERFORMANCE; ORIGINAL ALGORITHMS; UNCORRELATED SIGNALS; VARIABLE STEP-SIZE LMS ALGORITHMS;

EID: 34247168303     PISSN: 15483746     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MWSCAS.1998.759541     Document Type: Conference Paper

References (6)

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2. B. Widrow and S. D. Stearns, Adaptive Signal Processing, Englwood Cliffs, NJ: Prentice-Hall, 1985.
3. R. W. Harris, D. M. Chabries, and F. A. Bishop, "A Variable Step (VS) Adaptive Filter, " IEEE Trans. Acoust., Speech, Signal Processing, vol. 34, no. 2, pp. 309-316, April 1986.
4. D. T. Slack, "On the convergence behavior of the LMS and the normalized LMS algorithms, " IEEE Trans. Signal Processing, vol. 41, no. 9, pp. 2811-2825, Sep. 1993.
5. S. C. Douglas, and T. H. Meng, "Normalized data nonlinearities for LMS adaptation, " IEEE nans. Signal Processing, vol. 42, no. 6, pp. 1352- 1365, June 1994.
6. B. Widrow, and M. A. Lehr, "30 years of adap tive neural networks: perceptron, madaline, and backpropagation, " Proc. IEEE, vol. 78, no. 9, pp. 1415-1441, Sept. 1990.