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dc.contributor.author
Rey Vega, Leonardo Javier  
dc.contributor.author
Rey, Hernan  
dc.contributor.author
Benesty, Jacob  
dc.date.available
2023-04-05T18:00:28Z  
dc.date.issued
2011-08  
dc.identifier.citation
Rey Vega, Leonardo Javier; Rey, Hernan; Benesty, Jacob; Stability analysis of adaptive filters with regression vector nonlinearities; Elsevier Science; Signal Processing; 91; 8; 8-2011; 2091-2100  
dc.identifier.issn
0165-1684  
dc.identifier.uri
http://hdl.handle.net/11336/192917  
dc.description.abstract
We present a unified framework to analyze the mean and mean-square stability of a large class of adaptive filters. We do this without obtaining a full transient model, allowing us to acquire sufficient conditions on the stability without assuming a given statistical distribution for the input regressors. We also apply the proposed framework to some popular adaptive filtering schemes, showing that in some cases the sufficient conditions derived are very tight and even necessary too.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier Science  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
ADAPTIVE FILTERS  
dc.subject
MEAN STABILITY  
dc.subject
MEAN-SQUARE STABILITY  
dc.subject
STEP-SIZE PARAMETER  
dc.subject.classification
Telecomunicaciones  
dc.subject.classification
Ingeniería Eléctrica, Ingeniería Electrónica e Ingeniería de la Información  
dc.subject.classification
INGENIERÍAS Y TECNOLOGÍAS  
dc.title
Stability analysis of adaptive filters with regression vector nonlinearities  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2023-04-05T15:32:57Z  
dc.journal.volume
91  
dc.journal.number
8  
dc.journal.pagination
2091-2100  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Rey Vega, Leonardo Javier. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires; Argentina  
dc.description.fil
Fil: Rey, Hernan. Universidad de Buenos Aires; Argentina  
dc.description.fil
Fil: Benesty, Jacob. Centre Armand-frappier Santé Biotechnologie ; Institut National de Recherche Scientifique; . Université du Québec a Montreal; Canadá  
dc.journal.title
Signal Processing  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://linkinghub.elsevier.com/retrieve/pii/S0165168411000934  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1016/j.sigpro.2011.03.018  

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