An improved model for the second moment of the Filtered-X LMS algorithm

IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium, AS-SPCC 2000

Volumn , Issue , 2000, Pages 337-341

  Tobias, O J ^a   Bermudez, J C M ^a   Seara, R ^a   Bershad, N J ^b  

^a FEDERAL UNIVERSITY OF SANTA CATARINA   (Brazil)

^b University of California at Irvine   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ADAPTIVE SYSTEMS; ALGORITHMS; INTELLIGENT SYSTEMS; MONTE CARLO METHODS;

FILTERED-X LMS ALGORITHMS; GAUSSIAN INPUTS; SECOND MOMENTS; THEORETICAL MODELING;

SIGNAL PROCESSING;

EID: 84962467620     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASSPCC.2000.882496     Document Type: Conference Paper

References (8)

1. S. M. Kuo and D. R. Morgan, Active Noise Control Systems: Algorithms and DSP Implementations, New York: John Wiley, 1996.
2. S. J. Elliot and P. A. Nelson, "Active noise control," IEEE Signal Processing Magazine, pp. 12-35, Oct. 1993.
3. O. J. Tobias, R. Seara and C. A. F. Rocha, "Analytical model for the mean weights of two adaptive interpolated-FIR filter structures," to appear in Proc. ISCAS'2000, May 2000.
4. O. J. Tobias, J. C. M. Bermudez, N. J. Bershad and R. Seara, "Mean weight behavior of the Filtered-X LMS algorithm," Proc. ICASSP'98, pp. 3545-3548, May 1998.
5. O. J. Tobias, J. C. M. Bermudez, N. J. Bershad and R. Seara, "Second moment analysis of the Filtered-X LMS algorithm," Proc. ICASSP'99, pp. 1873-1876, March 1999.
6. O. J. Tobias, J. C. M. Bermudez and N. J. Bershad, "Mean weight behavior of the Filtered-X LMS algorithm," to appear in IEEE Trans. on Signal Processing.
7. E. Bjarnason, "Analysis of the Filtered-X LMS algorithm," IEEE Trans. on Speech and Audio Processing, pp. 504-514, Nov. 1995.
8. J. E. Mazo, "On the independence theory of equalizer convergence," Bell Syst. Tech. J., Vol. 58, pp. 963-993, May-June, 1979.