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Browse Journals & Magazines > Circuits and Systems II: Anal ...> Volume:46 Issue:8 Help

Convergence condition of adaptive algorithm of nonlinear adaptive digital filter

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3 Author(s)
Kobayashi, M. ; Dept. of Inf. & Comput. Sci., Ibaraki Univ., Japan ; Itoh, Y. ; Okello, J.

In this brief, we consider the adaptive algorithm and the convergence condition of the nonlinear adaptive digital filter (ADF) that has a general transfer function. The adaptive algorithm is based on the orthogonality principle, and the updating value of the algorithm is the correlation of the input signal to the weights and the estimation error. The sufficient condition of the unknown system for which the weight vector of the ADF converges to the weight vector of the unknown system is derived

Published in:
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on  (Volume:46 ,  Issue: 8 )

Date of Publication: Aug 1999

Page(s):
1089 - 1094
ISSN :
1057-7130
INSPEC Accession Number:
6344313
Digital Object Identifier :
10.1109/82.782058
Product Type:
Journals & Magazines
Date of Current Version :
06 August 2002
Issue Date :
Aug 1999
Sponsored by :
IEEE Circuits and Systems Society

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