Iterative analysis of the steady-state weight fluctuations in LMS-type adaptive filters

IEEE Transactions on Signal Processing

Volumn 47, Issue 9, 1999, Pages 2558-2561

  Butterweck, H J ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; DIGITAL FILTERS; ITERATIVE METHODS; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA;

WEIGHT-ERROR CORRELATION MATRIX;

ADAPTIVE FILTERING;

EID: 0032675188     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.782205     Document Type: Article

References (11)

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3. V. Solo, The error variance of LMS with time-varying weights, IEEE Trans. Signal Processing, vol. 40, pp. 803-813, 1992.
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5. H.J. Butterweck, A steady-state analysis of the LMS adaptive algorithm without use of the independence assumption, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, Detroit, MI, May 9-12, 1995, pp. 1404-1407.
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7. H.J. Butterweck, An approach to LMS adaptive filtering without use of the independence assumption, in Proc. Eur. Conf. Signal Processing, G. Ramponi, Ed., Trieste, Italy, 1996, pp. 1223-1226.
8. _, Iterative analysis of the steady-state weight fluctuations in LMS-type adaptive filters, Tech. Rep. 96-E-299, Eindhoven Univ. Technol., Eindhoven, The Netherlands, June 1996.
9. S. Florian and A. Feuer, Performance analysis of the LMS algorithm with a tapped delay line (two-dimensional case), IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 1542-1549, 1995.
10. S.C. Douglas and T. H.-Y. Meng, Exact expectation analysis of the LMS adaptive filter without the independence assumption, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Mar. 1992, San Francisco, CA, vol. IV, pp. 61-64.
11. H.J. Butterweck, The independence assumption: A dispensable tool in adaptive filter theory, Signal Process., vol. 57, pp. 305-310, 1997.