A Canonical Genetic Algorithm for Blind Inversion of Linear Channels

Rojas, Fernando; Solé-Casals, Jordi; Monte-Moreno, Enric; Puntonet, Carlos G.; Prieto, Alberto

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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