Combinations of adaptive filters

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dc.contributor.author Arenas García, Jerónimo
dc.contributor.author Azpicueta Ruiz, Luis Antonio
dc.contributor.author Silva, Magno T. M.
dc.contributor.author Nascimento, Vitor H.
dc.contributor.author Sayed, Ali H.
dc.date.accessioned 2022-01-26T08:31:01Z
dc.date.available 2022-01-26T08:31:01Z
dc.date.issued 2016-01
dc.identifier.bibliographicCitation Arenas-Garcia, J., Azpicueta-Ruiz, L. A., Silva, M. T., Nascimento, V. H. & Sayed, A. H. (2016). Combinations of Adaptive Filters: Performance and convergence properties. IEEE Signal Processing Magazine, 33(1), 120–140.
dc.identifier.issn 1053-5888
dc.identifier.uri http://hdl.handle.net/10016/33959
dc.description.abstract Adaptive filters are at the core of many signal processing applications, ranging from acoustic noise supression to echo cancelation [1], array beamforming [2], channel equalization [3], to more recent sensor network applications in surveillance, target localization, and tracking. A trending approach in this direction is to recur to in-network distributed processing in which individual nodes implement adaptation rules and diffuse their estimation to the network [4], [5].
dc.description.sponsorship The work of Jerónimo Arenas-García and Luis Azpicueta-Ruiz was partially supported by the Spanish Ministry of Economy and Competitiveness (under projects TEC2011-22480 and PRI-PIBIN-2011-1266. The work of Magno M.T. Silva was partially supported by CNPq under Grant 304275/2014-0 and by FAPESP under Grant 2012/24835-1. The work of Vítor H. Nascimento was partially supported by CNPq under grant 306268/2014-0 and FAPESP under grant 2014/04256-2. The work of Ali Sayed was supported in part by NSF grants CCF-1011918 and ECCS-1407712. We are grateful to the colleagues with whom we have shared discussions and coauthorship of papers along this research line, especially Prof. Aníbal R. Figueiras-Vidal.
dc.format.extent 21
dc.language.iso eng
dc.publisher IEEE
dc.rights © 2016, IEEE.
dc.subject.other Acoustic echo cancellation
dc.subject.other Convex combination
dc.subject.other Blind equalization
dc.subject.other Affine combination
dc.subject.other Variable step
dc.subject.other Transversal filters
dc.subject.other Squares adaptation
dc.subject.other Transient analysis
dc.subject.other LMS algorithm
dc.subject.other Identification
dc.title Combinations of adaptive filters
dc.type article
dc.subject.eciencia Telecomunicaciones
dc.identifier.doi https://doi.org/10.1109/MSP.2015.2481746
dc.rights.accessRights openAccess
dc.relation.projectID Gobierno de España. TEC2011-22480
dc.relation.projectID Gobierno de España. PRI-PIBIN-2011-1266
dc.type.version acceptedVersion
dc.identifier.publicationfirstpage 120
dc.identifier.publicationissue 1
dc.identifier.publicationlastpage 140
dc.identifier.publicationtitle IEEE Signal Processing Magazine
dc.identifier.publicationvolume 33
dc.identifier.uxxi AR/0000017580
dc.contributor.funder Ministerio de Economía y Competitividad (España)
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