Entropy minimization based robust algorithm for adaptive networks

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buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.contributor.authorKöse, Kıvançen_US
dc.contributor.authorÇetin, A. Enisen_US
dc.contributor.authorGunay O.en_US
dc.coverage.spatialMugla, Turkeyen_US
dc.date.accessioned2016-02-08T12:13:58Z
dc.date.available2016-02-08T12:13:58Z
dc.date.issued2012en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionDate of Conference: 18-20 April 2012en_US
dc.description.abstractIn this paper, the problem of estimating the impulse responses of individual nodes in a network of nodes is dealt. It was shown by the previous work in literature that when the nodes can interact with each other, fusion based adaptive filtering approaches are more effective than handling nodes independently. Here we are proposing the use of entropy functional based optimization in the adaptive filtering stage. We tested the new method on networks under Gaussian and ε-contaminated Gaussian noise. The results show that the proposed method achieves significant improvements in the error rates in case of ε-contaminated noise. © 2012 IEEE.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T12:13:58Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2012en
dc.identifier.doi10.1109/SIU.2012.6204711en_US
dc.identifier.urihttp://hdl.handle.net/11693/28200
dc.language.isoTurkishen_US
dc.publisherIEEEen_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/SIU.2012.6204711en_US
dc.source.title2012 20th Signal Processing and Communications Applications Conference (SIU)en_US
dc.subjectAdaptive networksen_US
dc.subjectEntropy functionalen_US
dc.subjectEntropy minimizationen_US
dc.subjectError rateen_US
dc.subjectGaussiansen_US
dc.subjectRobust algorithmen_US
dc.subjectAdaptive filteringen_US
dc.subjectEntropyen_US
dc.subjectGaussian noise (electronic)en_US
dc.subjectSignal processingen_US
dc.subjectAdaptive algorithmsen_US
dc.titleEntropy minimization based robust algorithm for adaptive networksen_US
dc.title.alternativeUyarlamali ağlar için entropi minimizasyonuna dayali gürbüz bir algoritmaen_US
dc.typeConference Paperen_US

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Entropy minimization based robust algorithm for adaptive networks [Uyarlamali aǧlar i̇çi̇n entropi̇ mi̇ni̇mi̇zasyonuna dayali gürbüz bi̇r algori̇tma].pdf
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