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A Canonical Genetic Algorithm for Blind Inversion of Linear Channels

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dc.contributor Universitat de Vic. Escola Politècnica Superior
dc.contributor Universitat de Vic. Grup de Recerca en Tecnologies Digitals
dc.contributor International Conference on Independent Component Analysis and Blind Signal Separation ( 6ena : 2006 : Charleston)
dc.contributor.author Rojas, Fernando
dc.contributor.author Solé-Casals, Jordi
dc.contributor.author Monte-Moreno, Enric
dc.contributor.author Puntonet, Carlos G.
dc.contributor.author Prieto, Alberto
dc.date.accessioned 2013-02-13T13:31:33Z
dc.date.available 2013-02-13T13:31:33Z
dc.date.created 2006
dc.date.issued 2006
dc.identifier.citation Rojas F., Solé Casals Jordi, Monte-Moreno E., Puntonet C. G. and Prieto A. 2006. A canonical genetic algorithm for blind inversion of linear channels. Independent component analysis and blind signal separation, proceedings; LECTURE NOTES IN COMPUTER SCIENCE; 6th international conference on independent component analysis and blind signal separation; MAR 05-08, 2006; Charleston, SC. BERLIN; HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY: SPRINGER-VERLAG BERLIN. 238 p. ca_ES
dc.identifier.isbn 3-540-32630-8
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10854/2078
dc.description.abstract It is well known the relationship between source separation and blind deconvolution: If a filtered version of an unknown i.i.d. signal is observed, temporal independence between samples can be used to retrieve the original signal, in the same manner as spatial independence is used for source separation. In this paper we propose the use of a Genetic Algorithm (GA) to blindly invert linear channels. The use of GA is justified in the case of small number of samples, where other gradient-like methods fails because of poor estimation of statistics. ca_ES
dc.format application/pdf
dc.format.extent 8 p. ca_ES
dc.language.iso eng ca_ES
dc.publisher Springer ca_ES
dc.rights (c) Springer (The original publication is available at www.springerlink.com)
dc.rights Tots els drets reservats ca_ES
dc.subject.other Tractament del senyal ca_ES
dc.title A Canonical Genetic Algorithm for Blind Inversion of Linear Channels ca_ES
dc.type info:eu-repo/semantics/conferenceObject ca_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007%2F11679363_30?LI=true
dc.rights.accessRights info:eu-repo/semantics/openAccess ca_ES

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