Reduction of the envelope fluctuations of multi-carrier modulations using adaptive neural fuzzy inference systems

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dc.contributor.author Gil-Jiménez, Víctor P.
dc.contributor.author Jabrane, Younes
dc.contributor.author García-Armada, Ana
dc.contributor.author Ait Es Said, Brahim
dc.contributor.author Ait Ouahman, Abdellah
dc.date.accessioned 2012-05-08T11:21:03Z
dc.date.accessioned 2012-05-09T12:26:13Z
dc.date.available 2012-05-09T12:26:13Z
dc.date.issued 2011-01
dc.identifier.bibliographicCitation IEEE Transactions on Communications, (2011), 59(1), 19-25
dc.identifier.issn 0090-6778
dc.identifier.uri http://hdl.handle.net/10016/14182
dc.description.abstract In this paper, a novel scheme for reducing the envelope fluctuations in multi-carrier signals applying Adaptive Neural Fuzzy Inference Systems (ANFIS) is proposed and analyzed. Once trained with signals with very low envelope fluctuations, such as those obtained by the Active Constellation Expansion - Approximate Gradient Project (ACE-AGP) algorithm, ANFIS approximately reaches a similar reduction as with ACE-AGP for multi-carrier signals without the complexity and the large convergence time of conventional ACE-AGP. We show that our approach is less complex than other previous schemes and with better performance
dc.description.sponsorship This work has been partly funded by projects MULTI-ADAPTIVE (TEC2008-06327-C03-02), COMONSENS (CSD2008-00010) and AECI Program of Research Cooperation with Morocco (A/027714/09)
dc.format.mimetype application/pdf
dc.format.mimetype text/plain
dc.language.iso eng
dc.publisher IEEE
dc.rights © 2011 IEEE
dc.subject.other OFDM
dc.subject.other OFDMA
dc.subject.other PAPR
dc.subject.other Cubic metric
dc.subject.other ANFIS
dc.subject.other ACE-AGP
dc.title Reduction of the envelope fluctuations of multi-carrier modulations using adaptive neural fuzzy inference systems
dc.type article
dc.description.status Publicado
dc.relation.publisherversion http://dx.doi.org/10.1109/TCOMM.2010.102910.100079
dc.subject.eciencia Telecomunicaciones
dc.identifier.doi 10.1109/TCOMM.2010.102910.100079
dc.rights.accessRights openAccess
dc.type.version acceptedVersion
dc.identifier.publicationfirstpage 19
dc.identifier.publicationissue 1
dc.identifier.publicationlastpage 25
dc.identifier.publicationtitle IEEE Transactions on Communications
dc.identifier.publicationvolume 59
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