A novel adaptive filter design using Lyapunov stability theory

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dc.authorid0000-0002-0619-549X
dc.contributor.authorMenguc, Engin Cemal
dc.contributor.authorAcir, Nurettin
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2015
dc.departmentNiğde ÖHÜ
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.
dc.description.sponsorshipScientific Research Project Office (BAP) of Nigde University [FEB 2010/32]
dc.description.sponsorshipThis study was supported by the Scientific Research Project Office (BAP) of Nigde University with project number FEB 2010/32.
dc.identifier.doi10.3906/elk-1212-29
dc.identifier.endpage728
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.issue3
dc.identifier.scopus2-s2.0-84928654983
dc.identifier.scopusqualityQ3
dc.identifier.startpage719
dc.identifier.trdizinid168934
dc.identifier.urihttps://dx.doi.org/10.3906/elk-1212-29
dc.identifier.urihttps://hdl.handle.net/11480/4057
dc.identifier.volume23
dc.identifier.wosWOS:000352476800008
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakTR-Dizin
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherTUBITAK SCIENTIFIC & TECHNICAL RESEARCH COUNCIL TURKEY
dc.relation.ispartofTURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAdaptive filtering
dc.subjectLyapunov stability theory
dc.subjectLagrange multiplier theory
dc.subjecterror convergence
dc.titleA novel adaptive filter design using Lyapunov stability theory
dc.typeArticle

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