Two dimensional FRS-LMS adaptive filter (2D FRS-LMS)

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dc.contributor.authorMayyala, Qadri
dc.contributor.authorHocanin, Aykut
dc.contributor.authorKukrer, Osman
dc.date.accessioned2026-02-06T17:58:31Z
dc.date.issued2012
dc.departmentDoğu Akdeniz Üniversitesi
dc.description2012 20th Signal Processing and Communications Applications Conference, SIU 2012 --
dc.description.abstractA new 2D frequency-response-shaped least mean square (2D FRS-LMS) adaptive filter is proposed by developing the 1D FRS-LMS. The new algorithm reuses data in both horizontal and vertical directions within the space plane to update the weight vector of the filter. Further, the proposed algorithm involves the multiplication of the filter coefficient vector by a variable matrix in the coefficient updating process. The new 2D FRS-LMS weight updating equation is derived and its performance is compared with that of the two dimensional LMS (2D LMS) and 2D leaky-LMS algorithms regarding image enhancement. The new algorithm gives improved performance over the other algorithms. The proposed 2D FRS-LMS is particularly useful in image processing, especially in data compression and image enhancement applications © 2012 IEEE.
dc.identifier.doi10.1109/SIU.2012.6204660
dc.identifier.isbn9781467300568
dc.identifier.scopus2-s2.0-84863448964
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/SIU.2012.6204660
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/
dc.identifier.urihttps://hdl.handle.net/11129/7625
dc.indekslendigikaynakScopus
dc.language.isotr
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260204
dc.subjectFilter coefficients
dc.subjectLeast mean squares
dc.subjectSpace plane
dc.subjectVertical direction
dc.subjectWeight vector
dc.subjectAdaptive filters
dc.subjectData compression
dc.subjectFrequency response
dc.subjectImage enhancement
dc.subjectSignal processing
dc.subjectTwo dimensional
dc.subjectVector spaces
dc.subjectAlgorithms
dc.titleTwo dimensional FRS-LMS adaptive filter (2D FRS-LMS)
dc.title.alternativeİki? boyutlu siklik tepki? şeki?llendi?ri? ci? eok uyarlanir süzgeç
dc.typeConference Object

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