A novel variable step size LMS algorithm employing cross correlation between channel output and error signal

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dc.contributor.authorÇakir, Fatih
dc.contributor.authorÖzen, Ali
dc.date.accessioned2025-02-24T16:35:48Z
dc.date.available2025-02-24T16:35:48Z
dc.date.issued2012
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description2012 20th Signal Processing and Communications Applications Conference -- SIU 2012 -- 18 April 2012 through 20 April 2012 -- Fethiye -- Mugla -- 90786
dc.description.abstractA novel variable step size least mean squares (VSS-LMS) algorithm employing cross correlation between channel output and error signal has been proposed as a solution to disadvantage of slow convergence of LMS algorithm. The new algorithm resolves the conflict between the convergence rate and precise of the fixed step-size conventional LMS algorithm. Computer simulations have been performed to verify the performance of the proposed method in frequency selective Rayleigh fading channels. The obtained simulation results using HIPERLAN/1 standard have demonstrated that the proposed VSS-LMS algorithm has considerably better performance than conventional LMS, RLS, normalized LMS (N-LMS) and the other VSS-LMS algorithms. © 2012 IEEE.
dc.identifier.doi10.1109/SIU.2012.6204749
dc.identifier.isbn978-146730056-8
dc.identifier.scopus2-s2.0-84863490686
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/SIU.2012.6204749
dc.identifier.urihttps://hdl.handle.net/20.500.14440/585
dc.indekslendigikaynakScopus
dc.language.isotr
dc.relation.ispartof2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250201
dc.subjectComputer simulation
dc.subjectSignal processing
dc.subjectChannel output
dc.subjectConvergence rates
dc.subjectCross correlations
dc.subjectError signal
dc.subjectFrequency selective Rayleigh fading channels
dc.subjectHiperlan
dc.subjectLeast mean square(LMS)
dc.subjectLMS algorithms
dc.subjectNormalized LMS
dc.subjectStep size
dc.subjectVariable step size
dc.subjectVariable step-size LMS algorithms
dc.subjectAlgorithms
dc.titleA novel variable step size LMS algorithm employing cross correlation between channel output and error signal
dc.title.alternativeKanal çikişi ve hata i?şareti? arasindaki? çapraz i?li?nti?yi? kullanan yeni? bi?r de?i?şken adim büyüklüklü LMS algori?tmasi
dc.typeConference Object

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