Adaptive system identification based on generalized wavelet decomposition
type: Item
instance of: scholarly article
title: Adaptive system identification based on generalized wavelet decomposition
zbMATH Open document ID: 0826.65062
DOI: 10.1016/0096-3003(94)00101-9
author: Jingmin Xin
author: Akira Sano
published in: Applied Mathematics and Computation
publication date: 1995-06-08T00:00:00Z
review text: An adaptive structure based on a wavelet packets filter bank is proposed. The system identification of a finite impulse response is investigated by utilizing the presented adaptive scheme. In order to attain the stabilized convergence of the adaptive filters, a regularization parameter is introduced for each wavelet packet to minimize the mean squares error of the adaptive filter weights. The effectiveness of the proposed approach is demonstrated through examples.
reviewed by: Chengshu Wang
Mathematics Subject Classification ID: 65K10
Mathematics Subject Classification ID: 93B30
Mathematics Subject Classification ID: 93C40
Mathematics Subject Classification ID: 93E12
zbMATH DE Number: 761774
zbMATH Keywords: wavelet decomposition
zbMATH Keywords: numerical examples
zbMATH Keywords: wavelet packets filter bank
zbMATH Keywords: system identification
zbMATH Keywords: convergence
zbMATH Keywords: adaptive filters
MaRDI profile type: Publication
full work available at URL: 0096-3003(94)00101-9
OpenAlex ID: W2006627495
cites work: Q3724211
cites work: Q3783125
cites work: Q4288301
cites work: On orthonormal wavelets and paraunitary filter banks
cites work: A theory for multiresolution signal decomposition: the wavelet representation
cites work: Wavelets and filter banks: theory and design
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description: scientific article; zbMATH DE number 761774