A novel adaptive filter design using Lyapunov stability theory

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dc.authorid0000-0003-1186-3058en_US
dc.contributor.authorMenguc, Engin Cemal
dc.contributor.authorAcır, Nurettin
dc.date.accessioned2021-03-20T20:15:21Z
dc.date.available2021-03-20T20:15:21Z
dc.date.issued2015
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.descriptionMenguc, Engin Cemal/0000-0002-0619-549Xen_US
dc.description.abstractThis paper presents a new approach to design an adaptive filter using Lyapunov stability theory. The design procedure is formulated as an inequality constrained optimization problem. Lagrange multiplier theory is used as an optimization tool. Lyapunov stability theory is integrated into the constraint function to satisfy the asymptotic stability of the proposed filtering system. The tracking capability is improved by using a new analytical adaptation gain rate, which has the ability to adaptively adjust itself depending on a sequential tracking square error rate. The fast and robust convergence ability of the proposed algorithm is comparatively examined by simulation examples.en_US
dc.description.sponsorshipScientific Research Project Office (BAP) of Nigde UniversityOmer Halis Demir University [FEB 2010/32]en_US
dc.description.sponsorshipThis study was supported by the Scientific Research Project Office (BAP) of Nigde University with project number FEB 2010/32.en_US
dc.identifier.doi10.3906/elk-1212-29en_US
dc.identifier.endpage728en_US
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage719en_US
dc.identifier.urihttp://doi.org/10.3906/elk-1212-29
dc.identifier.urihttps://hdl.handle.net/20.500.12885/1182
dc.identifier.volume23en_US
dc.identifier.wosWOS:000352476800008en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorAcır, Nurettin
dc.language.isoenen_US
dc.publisherTubitak Scientific & Technical Research Council Turkeyen_US
dc.relation.ispartofTurkish Journal Of Electrical Engineering And Computer Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAdaptive filteringen_US
dc.subjectLyapunov stability theoryen_US
dc.subjectLagrange multiplier theoryen_US
dc.subjecterror convergenceen_US
dc.titleA novel adaptive filter design using Lyapunov stability theoryen_US
dc.typeArticleen_US

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