Performance comparison of the FXLMS, nonlinear FXLMS and leaky FXLMS algorithms in nonlinear active control applications

European Signal Processing Conference

Volumn 2002-March, Issue , 2002, Pages

  Tobias, Orlando J ^a   Seara, Rui ^a  

^a FEDERAL UNIVERSITY OF SANTA CATARINA   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC VARIABLES CONTROL; ACTIVE NOISE CONTROL; ADAPTIVE ALGORITHMS; COST FUNCTIONS; NONLINEAR SYSTEMS; SIGNAL PROCESSING;

ACTIVE CONTROL; ACTIVE NOISE; FILTERED-X LMS; FILTERED-X LMS ALGORITHMS; FILTEREDX LMS (FXLMS); FXLMS ALGORITHMS; NONLINEAR COMPONENTS; PERFORMANCE COMPARISON;

ALGORITHMS;

EID: 84960840935     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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2. M. H. Costa, J. C. M. Bermudez, and N. Bershad, "Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm, " In Proc. ISCAS 2000, Geneva, Switzerland, pp. 598-601, May 2000.
3. W. A. Sethares, D. A. Lawrence, C. R. Johnson Jr. And R. R Bitmead, "Parameter drift in LMS adaptive filters, " IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 868-879, Aug. 1986.
4. S. Kuo and D. R. Morgan, Active Noise Control Systems. John Wiley & Sons, 1996.
5. O. 1. Tobias and R. Seara, "Leaky FXLMS algorithm: First and second moments, " In Proc. of the ]'1 Online Symp. for Electronic Eng., TechOnLine, http://www. osee. net. 2000.
6. N. Bershad, "On weight update saturation nonlinearities in LMS adaptation, " IEEE Trans. on Acoust. Speech and Signal Proc., vol. 38, pp. 623-630, Apr. 1990.
7. S. D. Snyder and N. B. Tanaka, "Active control of vibration using a neural network, " IEEE Trans. on Neural Networks, vol. 6, pp. 819-827, July 1995.
8. F. Heinle, R. Rabenstein, A. Stenger, "A measurement method for the linear and nonlinear properties of electroacoustic transmission systems, " IEEE Signal Proc., vol. 64, pp. 49-60, 1998.