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Generalized matched subspace filter for dependent noise based on ICA

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Generalized matched subspace filter for dependent noise based on ICA

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dc.contributor.author Moragues Escrivá, Jorge es_ES
dc.contributor.author Vergara Domínguez, Luís es_ES
dc.contributor.author Gosálbez Castillo, Jorge es_ES
dc.date.accessioned 2015-10-19T06:23:45Z
dc.date.available 2015-10-19T06:23:45Z
dc.date.issued 2011-07
dc.identifier.issn 1053-587X
dc.identifier.uri http://hdl.handle.net/10251/56142
dc.description.abstract We propose a generalization of the matched subspace filter for the detection of unknown signals in a background of non-Gaussian and nonindependent noise. The generalization is based on a modification of the Rao test by including a linear transformation derived from independent component analysis (ICA). Receiver operating characteristic (ROC) curves computed for simulated examples illustrate the significant improvement achieved with the generalized solution. © 2011 IEEE. es_ES
dc.description.sponsorship This work has been supported by the Spanish Administration and the FEDER Programme of the EC under Grant TEC 2008-02975; and by the Generalitat Valenciana under Grant PROMETEO/2010/040. en_EN
dc.language Español es_ES
dc.publisher Institute of Electrical and Electronics Engineers (IEEE) es_ES
dc.relation.ispartof IEEE Transactions on Signal Processing es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Independent component analysis (ICA) es_ES
dc.subject Matched subspace filter es_ES
dc.subject Non-Gaussian noise es_ES
dc.subject Rao test es_ES
dc.subject Generalized solution es_ES
dc.subject Matched subspace filters es_ES
dc.subject Non-Gaussian es_ES
dc.subject Receiver operating characteristic curves es_ES
dc.subject Gaussian noise (electronic) es_ES
dc.subject Linear transformations es_ES
dc.subject Matched filters es_ES
dc.subject Independent component analysis es_ES
dc.subject.classification TEORIA DE LA SEÑAL Y COMUNICACIONES es_ES
dc.title Generalized matched subspace filter for dependent noise based on ICA es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1109/TSP.2011.2141668
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//TEC2008-02975/ES/PROCESADOR NO-LINEAL DE MEZCLAS CON APLICACION EN DETECCION, CLASIFICACION, FILTRADO Y PREDICCION/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GVA//PROMETEO%2F2010%2F040/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario de Telecomunicación y Aplicaciones Multimedia - Institut Universitari de Telecomunicacions i Aplicacions Multimèdia es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions es_ES
dc.description.bibliographicCitation Moragues Escrivá, J.; Vergara Domínguez, L.; Gosálbez Castillo, J. (2011). Generalized matched subspace filter for dependent noise based on ICA. IEEE Transactions on Signal Processing. 59(7):3430-3434. https://doi.org/10.1109/TSP.2011.2141668 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1109/TSP.2011.2141668 es_ES
dc.description.upvformatpinicio 3430 es_ES
dc.description.upvformatpfin 3434 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 59 es_ES
dc.description.issue 7 es_ES
dc.relation.senia 211909 es_ES
dc.contributor.funder Ministerio de Ciencia e Innovación es_ES
dc.contributor.funder Generalitat Valenciana es_ES


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