The independence assumption: A dispensable tool in adaptive filter theory

Signal Processing

Volumn 57, Issue 3, 1997, Pages 305-310

  Butterweck, H J ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); CORRELATION METHODS; MATRIX ALGEBRA; VECTORS; WHITE NOISE;

ADAPTIVE FILTER THEORY; INDEPENDENCE ASSUMPTION; WEIGHT ERROR CORRELATION MATRIX;

ADAPTIVE FILTERING;

EID: 0031097747     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0165-1684(97)00003-0     Document Type: Article

References (12)

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2. H.J. Butterweck, Iterative analysis of the steady-state weight fluctuations in LMS-type adaptive filters, Report 96-E-299, ISBN 90-6144-299-0, Eindhoven University of Technology, June 1996.
3. H.J. Butterweck, "An approach to LMS adaptive filtering without use of the independence assumption", in: G. Ramponi, ed., Proc. European Conf. on Signal Processing, Triest, 1996, pp. 1223-1226.
4. P.M. Clarkson, Optimal and Adaptive Signal Processing. CRC Press, Boca Raton, FL, 1993, Section 4.2.
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10. D.T.M. Slock, "On the convergence behaviour of the LMS and the normalized LMS algorithm". IEEE Trans. Signal Process., Vol. ASSP-41, 1993, pp. 2811-2825.
11. V. Solo and X. Kong, Adaptive Signal Processing Algorithms, Prentice Hall, Englewood Cliffs, NJ, 1995.
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