A Simplicial Canonical Piecewise Linear Adaptive Filter

Autores
Figueroa, Jose Luis; Cousseau, Juan Edmundo; de Figueiredo, R.J.P.
Año de publicación
2004
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
A new adaptive nonlinear filter realization is presented based on a canonical piecewise linear (CPWL) approach. This filter realization consists of a linear part represented by a finite impulse response filter and a zero-memory nonlinear part implemented as a CPWL map. The resultant structure requires fewer parameters than other realizations found in the literature with comparable modeling capabilities. As a consequence, the proposed nonlinear filter, in addition to its simple description, has low computation and implementation costs. Some results related to convergence properties and implementation of the adaptive algorithm associated to this new realization are presented. The performance of the proposed filter is illustrated through simulation examples.
Fil: Figueroa, Jose Luis. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; Argentina
Fil: Cousseau, Juan Edmundo. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; Argentina
Fil: de Figueiredo, R.J.P.. University of California; Estados Unidos
Materia
PIECEWISE
LINEAR
DYNAMIC
MODEL
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/104672
Acceder
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network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling A Simplicial Canonical Piecewise Linear Adaptive FilterFigueroa, Jose LuisCousseau, Juan Edmundode Figueiredo, R.J.P.PIECEWISELINEARDYNAMICMODELhttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2A new adaptive nonlinear filter realization is presented based on a canonical piecewise linear (CPWL) approach. This filter realization consists of a linear part represented by a finite impulse response filter and a zero-memory nonlinear part implemented as a CPWL map. The resultant structure requires fewer parameters than other realizations found in the literature with comparable modeling capabilities. As a consequence, the proposed nonlinear filter, in addition to its simple description, has low computation and implementation costs. Some results related to convergence properties and implementation of the adaptive algorithm associated to this new realization are presented. The performance of the proposed filter is illustrated through simulation examples.Fil: Figueroa, Jose Luis. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; ArgentinaFil: Cousseau, Juan Edmundo. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; ArgentinaFil: de Figueiredo, R.J.P.. University of California; Estados UnidosBirkhauser Boston Inc2004-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/104672Figueroa, Jose Luis; Cousseau, Juan Edmundo; de Figueiredo, R.J.P.; A Simplicial Canonical Piecewise Linear Adaptive Filter; Birkhauser Boston Inc; Circuits Systems And Signal Processing; 23; 5; 10-2004; 365-3860278-081XCONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://link.springer.com/article/10.1007/s00034-004-0808-6#Abs1info:eu-repo/semantics/altIdentifier/doi/10.1007/s00034-004-0808-6info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:14:07Zoai:ri.conicet.gov.ar:11336/104672instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:14:08.135CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv A Simplicial Canonical Piecewise Linear Adaptive Filter
title A Simplicial Canonical Piecewise Linear Adaptive Filter
spellingShingle A Simplicial Canonical Piecewise Linear Adaptive Filter
Figueroa, Jose Luis
PIECEWISE
LINEAR
DYNAMIC
MODEL
title_short A Simplicial Canonical Piecewise Linear Adaptive Filter
title_full A Simplicial Canonical Piecewise Linear Adaptive Filter
title_fullStr A Simplicial Canonical Piecewise Linear Adaptive Filter
title_full_unstemmed A Simplicial Canonical Piecewise Linear Adaptive Filter
title_sort A Simplicial Canonical Piecewise Linear Adaptive Filter
dc.creator.none.fl_str_mv Figueroa, Jose Luis
Cousseau, Juan Edmundo
de Figueiredo, R.J.P.
author Figueroa, Jose Luis
author_facet Figueroa, Jose Luis
Cousseau, Juan Edmundo
de Figueiredo, R.J.P.
author_role author
author2 Cousseau, Juan Edmundo
de Figueiredo, R.J.P.
author2_role author
author
dc.subject.none.fl_str_mv PIECEWISE
LINEAR
DYNAMIC
MODEL
topic PIECEWISE
LINEAR
DYNAMIC
MODEL
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv A new adaptive nonlinear filter realization is presented based on a canonical piecewise linear (CPWL) approach. This filter realization consists of a linear part represented by a finite impulse response filter and a zero-memory nonlinear part implemented as a CPWL map. The resultant structure requires fewer parameters than other realizations found in the literature with comparable modeling capabilities. As a consequence, the proposed nonlinear filter, in addition to its simple description, has low computation and implementation costs. Some results related to convergence properties and implementation of the adaptive algorithm associated to this new realization are presented. The performance of the proposed filter is illustrated through simulation examples.
Fil: Figueroa, Jose Luis. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; Argentina
Fil: Cousseau, Juan Edmundo. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca; Argentina
Fil: de Figueiredo, R.J.P.. University of California; Estados Unidos
description A new adaptive nonlinear filter realization is presented based on a canonical piecewise linear (CPWL) approach. This filter realization consists of a linear part represented by a finite impulse response filter and a zero-memory nonlinear part implemented as a CPWL map. The resultant structure requires fewer parameters than other realizations found in the literature with comparable modeling capabilities. As a consequence, the proposed nonlinear filter, in addition to its simple description, has low computation and implementation costs. Some results related to convergence properties and implementation of the adaptive algorithm associated to this new realization are presented. The performance of the proposed filter is illustrated through simulation examples.
publishDate 2004
dc.date.none.fl_str_mv 2004-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/104672
Figueroa, Jose Luis; Cousseau, Juan Edmundo; de Figueiredo, R.J.P.; A Simplicial Canonical Piecewise Linear Adaptive Filter; Birkhauser Boston Inc; Circuits Systems And Signal Processing; 23; 5; 10-2004; 365-386
0278-081X
CONICET Digital
CONICET
url http://hdl.handle.net/11336/104672
identifier_str_mv Figueroa, Jose Luis; Cousseau, Juan Edmundo; de Figueiredo, R.J.P.; A Simplicial Canonical Piecewise Linear Adaptive Filter; Birkhauser Boston Inc; Circuits Systems And Signal Processing; 23; 5; 10-2004; 365-386
0278-081X
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://link.springer.com/article/10.1007/s00034-004-0808-6#Abs1
info:eu-repo/semantics/altIdentifier/doi/10.1007/s00034-004-0808-6
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Birkhauser Boston Inc
publisher.none.fl_str_mv Birkhauser Boston Inc
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1846083288673812480
score 13.22299

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