A complex-valued adaptive filter algorithm for system identification problem

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dc.contributor.authorMengüç, Engin Cemal
dc.contributor.authorAcir, Nurettin
dc.date.accessioned2024-11-07T10:39:35Z
dc.date.available2024-11-07T10:39:35Z
dc.date.issued2016
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description9th International Conference on Electrical and Electronics Engineering, ELECO 2015 -- 26 November 2015 through 28 November 2015 -- Bursa -- 119202
dc.description.abstractIn this study, a complex-valued adaptive filter algorithm based on Lyapunov stability theory is presented to solve a system identification problem in the complex domain. The performance of the proposed complex-valued Lyapunov adaptive filter (CLAF) algorithm is improved for the complex-valued system identification problem by integrating the LST into the filter optimization cost. The performance of the proposed algorithm is tested on a complex-valued moving average (MA) system identification problem and compared with the conventional complex-valued least mean square (CLMS) and complex-valued normalized least mean square (CNLMS) algorithms. The simulation results show that the proposed CLAF algorithm has achieved a faster convergence rate and a lower steady-state MSE performance when compared to the other algorithms. © 2015 Chamber of Electrical Engineers of Turkey.
dc.identifier.doi10.1109/ELECO.2015.7394557
dc.identifier.endpage1244
dc.identifier.isbn978-605010737-1
dc.identifier.scopus2-s2.0-84963829038
dc.identifier.scopusqualityN/A
dc.identifier.startpage1241
dc.identifier.urihttps://doi.org/10.1109/ELECO.2015.7394557
dc.identifier.urihttps://hdl.handle.net/11480/11040
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofELECO 2015 - 9th International Conference on Electrical and Electronics Engineering
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectAdaptive filters
dc.subjectBandpass filters
dc.subjectOptimization
dc.subjectReligious buildings
dc.subjectComplex domains
dc.subjectFaster convergence
dc.subjectFilter algorithm
dc.subjectFilter optimization
dc.subjectLeast mean squares
dc.subjectLyapunov stability theory
dc.subjectNormalized least mean square
dc.subjectSystem identification problems
dc.subjectAlgorithms
dc.titleA complex-valued adaptive filter algorithm for system identification problem
dc.typeConference Object

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