ELM (Extreme Learning Machine) Based Correlated Interference Canceller for Small Aperture Array Antenna

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dc.contributor.authorLim, Junseok
dc.contributor.authorPang, Heesuk
dc.contributor.authorHong, Wooyoung
dc.coverage.issue1cs
dc.coverage.volume23cs
dc.date.accessioned2014-12-09T11:37:34Z
dc.date.available2014-12-09T11:37:34Z
dc.date.issued2014-04cs
dc.description.abstractThe multipath effect creates a highly correlated interference. Subsequently, small aperture array antennas equipped in mobile devices must be able to effectively cancel this coherent interference. Spatial smoothing MMSE is a typical coherent interference cancellation algorithm; however, this method further reduces the small aperture size and reduces the number of coherent interferences to cancel out. This paper proposes a new method to reject coherent interferences without a reduction in the antenna aperture size. We show the superiority of the proposed algorithm through a comparison of cancellation performance with existing adaptive beamforming algorithms.en
dc.formattextcs
dc.format.extent181-194cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRadioengineering. 2014, vol. 23, č. 1, s. 181-194. ISSN 1210-2512cs
dc.identifier.issn1210-2512
dc.identifier.urihttp://hdl.handle.net/11012/36407
dc.language.isoencs
dc.publisherSpolečnost pro radioelektronické inženýrstvícs
dc.relation.ispartofRadioengineeringcs
dc.relation.urihttp://www.radioeng.cz/fulltexts/2014/14_01_0181_0194.pdfcs
dc.rightsCreative Commons Attribution 3.0 Unported Licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/en
dc.subjectCoherent interference cancellationen
dc.subjectmall aperture array antennaen
dc.subjectELMen
dc.subjectMMSEen
dc.subjectspatial smoothingen
dc.titleELM (Extreme Learning Machine) Based Correlated Interference Canceller for Small Aperture Array Antennaen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta eletrotechniky a komunikačních technologiícs
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