Real Tıme Trajectory Trackıng Of Movıng Objects Usıng Adaptıve Fuzzy Tıme Serıes And Exponentıal Smoothıng Forecastıng Technıques

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dc.authorid215857en_US
dc.contributor.authorYağımlı, Mustafa
dc.date.accessioned2020-02-14T11:13:37Z
dc.date.available2020-02-14T11:13:37Z
dc.date.issued2017
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractIn his study; in cases where the targeted object which is taken from a real time camera shot is in a circular motion, quasi projectile motion and maneuvering dynamic motion, its later location where it will be is examined using the Adaptive Fuzzy Time Series (AFTS) and Exponential Smoothing (ES) estimation methods. Error evaluation of these motions was performed according to the Mean Absolute Percentage Error (MAPE) method. In the conducted evaluation, with AFTS, the circular motion was found to be 3.65%, quasi projectile motion 9.12%, and maneuvering dynamic motion 19.23%, and with ES, circular motion 4.48%, quasi projectile motion 1.13% and maneuvering dynamic motion was found to be 0.61%. AFTS gives better results than ES for the circular motion but ES gives better results than AFTS for quasi projectile and maneuvering dynamic motions.en_US
dc.identifier.citationUludağ University Journal of The Faculty of Engineering, Vol. 22, No. 3, 2017en_US
dc.identifier.doi10.17482/uumfd.364093
dc.identifier.issn2146-264X
dc.identifier.trdizinid279178en_US
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/279178
dc.identifier.urihttps://doi.org/10.17482/uumfd.364093
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherUludağ Universityen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.subjectTarget trackingen_US
dc.subjectEstimation algorithmsen_US
dc.subjectAdaptive fuzzy time seriesen_US
dc.subjectExponential smoothingen_US
dc.titleReal Tıme Trajectory Trackıng Of Movıng Objects Usıng Adaptıve Fuzzy Tıme Serıes And Exponentıal Smoothıng Forecastıng Technıquesen_US
dc.typeArticleen_US

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