Estimation of Pathological Hand Tremor Signals by Fourier Linear Combiner Based Online Censoring LMS Algorithm

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dc.contributor.authorMenguc, Engin Cemal
dc.contributor.authorRezayi, Neamatallah
dc.date.accessioned2024-11-07T13:23:55Z
dc.date.available2024-11-07T13:23:55Z
dc.date.issued2019
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description27th Signal Processing and Communications Applications Conference (SIU) -- APR 24-26, 2019 -- Sivas Cumhuriyet Univ, Sivas, TURKEY
dc.description.abstractIn this paper, the FLC based OCLMS algorithm is proposed for the estimation of pathological hand tremor signals. The proposed FLC-OCLMS algorithm has been tested on the well-known pathological hand tremor signals in the literature and its convergence and computational complexity performances are compared with that of the classical FLC-LMS algorithm. Simulation results show that the proposed FLC-OCLMS algorithm has significantly reduced computational complexity because it does not use unnecessary data in the update rule thanks to the online data censoring technique and has a similar convergence with the conventional LMS algorithm.
dc.description.sponsorshipIEEE Turkey Sect,Turkcell,Turkhavacilik Uzaysanayii,Turitak Bilgem,Gebze Teknik Univ,SAP, Detaysoft,NETAS,Havelsan
dc.identifier.doi10.1109/siu.2019.8806387
dc.identifier.isbn978-1-7281-1904-5
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-85071969415
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/siu.2019.8806387
dc.identifier.urihttps://hdl.handle.net/11480/13802
dc.identifier.wosWOS:000518994300088
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherIEEE
dc.relation.ispartof2019 27th Signal Processing and Communications Applications Conference (Siu)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectOnline consoring LMS algorithm
dc.subjectFourier linear combiner
dc.subjectestimation of hand tremor
dc.titleEstimation of Pathological Hand Tremor Signals by Fourier Linear Combiner Based Online Censoring LMS Algorithm
dc.title.alternativePatolojik El Tremor Sinyallerinin Fourier Lineer Birleştirici Tabanli Çevrimiçi Sansürleme LMS Algoritmasi ile Kestirimi
dc.typeConference Object

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