Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals

In this paper, the nonlinear lattice-Hammerstein filter and its properties are derived. It is shown that the error signals are orthogonal to the input signal and also backward errors of different stages are orthogonal to each other. Numerical results confirm all the theoretical properties of the lat...

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Main Authors: M. Eghtedari, M.-H. Kahaei
Format: Article
Language:English
Published: Iran University of Science and Technology 2008-01-01
Series:Iranian Journal of Electrical and Electronic Engineering
Subjects:
Online Access:http://ijeee.iust.ac.ir/browse.php?a_code=A-10-3-30&slc_lang=en&sid=1
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author M. Eghtedari
M.-H. Kahaei
author_facet M. Eghtedari
M.-H. Kahaei
author_sort M. Eghtedari
collection DOAJ
description In this paper, the nonlinear lattice-Hammerstein filter and its properties are derived. It is shown that the error signals are orthogonal to the input signal and also backward errors of different stages are orthogonal to each other. Numerical results confirm all the theoretical properties of the lattice-Hammerstein structure.
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2383-3890
language English
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spelling doaj.art-b6fc80554b1349d4a7fa0ecb66a57a652022-12-21T19:16:59ZengIran University of Science and TechnologyIranian Journal of Electrical and Electronic Engineering1735-28272383-38902008-01-014119Development of Nonlinear Lattice-Hammerstein Filters for Gaussian SignalsM. Eghtedari0M.-H. Kahaei1 In this paper, the nonlinear lattice-Hammerstein filter and its properties are derived. It is shown that the error signals are orthogonal to the input signal and also backward errors of different stages are orthogonal to each other. Numerical results confirm all the theoretical properties of the lattice-Hammerstein structure.http://ijeee.iust.ac.ir/browse.php?a_code=A-10-3-30&slc_lang=en&sid=1Hammerstein Series Lattice Structure Nonlinear Filter.
spellingShingle M. Eghtedari
M.-H. Kahaei
Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
Iranian Journal of Electrical and Electronic Engineering
Hammerstein Series
Lattice Structure
Nonlinear Filter.
title Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
title_full Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
title_fullStr Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
title_full_unstemmed Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
title_short Development of Nonlinear Lattice-Hammerstein Filters for Gaussian Signals
title_sort development of nonlinear lattice hammerstein filters for gaussian signals
topic Hammerstein Series
Lattice Structure
Nonlinear Filter.
url http://ijeee.iust.ac.ir/browse.php?a_code=A-10-3-30&slc_lang=en&sid=1
work_keys_str_mv AT meghtedari developmentofnonlinearlatticehammersteinfiltersforgaussiansignals
AT mhkahaei developmentofnonlinearlatticehammersteinfiltersforgaussiansignals