The LMS, PNLMS, and exponentiated gradient algorithms

European Signal Processing Conference

Volumn 06-10-September-2004, Issue , 2015, Pages 721-724

  Benesty, Jacob ^a   Huang, Yiteng ^b  

^a INRS EMT   (Canada)

^b LUCENT TECHNOLOGIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDITION; ECHO SUPPRESSION; HEARING AIDS; STOCHASTIC SYSTEMS;

ACOUSTIC ECHO CANCELLATION; EXPONENTIATED GRADIENT ALGORITHMS; FEEDBACK CANCELLATION; LMS ALGORITHMS; NETWORK ECHO CANCELLATION; NORMALIZED LMS; SPARSE IMPULSE RESPONSE; STOCHASTIC GRADIENT;

APPROXIMATION ALGORITHMS;

EID: 84979934581     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. S. Haykin, Adaptive Filter Theory. Fourth Edition, Prentice Hall, Upper Saddle River, N. J., 2002.
3. J. Kivinen and M. K. Warmuth, "Exponentiated gradient versus gradient descent for linear predictors, " Inform. Comput., vol. 132, pp. 1-64, Jan. 1997.
4. J. Benesty, T. Gansler, D. R. Morgan, M. M. Sondhi, and S. L. Gay, Advances in Network and Acoustic Echo cancellation. Springer-Verlag, Berlin, 2001.
5. D. L. Duttweiler, "Proportionate normalized least mean square adaptation in echo cancelers, " IEEE Trans. Speech Audio Processing, vol. 8, pp. 508-518, Sept. 2000.
6. S. I. Hill and R. C. Williamson, "Convergence of exponentiated gradient algorithms, " IEEE Trans. Signal Processing, vol. 49, pp. 1208-1215, June 2001.
7. S. Amari, "Natural gradient works efficiently in learning, " Neural Computation, vol. 10, pp. 251-276, Feb. 1998.
8. J. Benesty and S. L. Gay, "An improved PNLMS algorithm, " in Proc. IEEE ICASSP, 2002.
9. R. K. Martin, W. A. Sethares, R. C. Williamson, and C. R. Johnson, Jr., "Exploiting sparsity in adaptive filters, " in Conference on Information Sciences and Systems, The John Hopkins University, 2001.
10. S. L. Gay and S. C. Douglas, "Normalized natural gradient adaptive filtering for sparse and nonsparse systems, " in Proc. IEEE ICASSP, 2002.