Adaptive Fourier Linear Combiner based on Modified Least Mean Kurtosis Algorithm

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dc.contributor.authorMenguc, Engin Cemal
dc.date.accessioned2024-11-07T13:24:03Z
dc.date.available2024-11-07T13:24:03Z
dc.date.issued2018
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description6th International Conference on Control Engineering and Information Technology (CEIT) -- OCT 25-27, 2018 -- Istanbul, TURKEY
dc.description.abstractIn this study, we propose an adaptive Fourier linear combiner (FLC) based on a modified least mean kurtosis (LMK) algorithm for canceling the sinusoidal noise signals from the desired signals. In the proposed framework, the weight coefficients of the FLC are adjusted by using the modified LMK algorithm instead of the conventional least mean square (LMS) algorithm. The fundamental reasons for using the proposed LMK algorithm in the FLC are that it provides a fast convergence rate, a lower steady-state error and a robust behavior against sinusoidal noise distributions. The performance of the proposed FLC algorithm is assessed on the noise canceling problem by comparing that of the conventional FLC based on the LMS algorithm. The simulation results demonstrate that the proposed FLC based the modified LMK algorithm outperforms its conventional LMS algorithm in terms of the convergence rate and the steady-state error.
dc.description.sponsorshipYildiz Tech Univ
dc.identifier.isbn978-1-5386-7641-7
dc.identifier.scopus2-s2.0-85069194027
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/11480/13859
dc.identifier.wosWOS:000491282100146
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2018 6th International Conference on Control Engineering & Information Technology (Ceit)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectFourier linear combiner
dc.subjectleast mean kurtosis
dc.subjectsinusoidal noise signal
dc.titleAdaptive Fourier Linear Combiner based on Modified Least Mean Kurtosis Algorithm
dc.typeConference Object

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