Estimation of glucose concentration in solution using near infrared spectroscopy and artificial neural network

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dc.contributor.authorGulderen, A.
dc.contributor.authorAnutgan, T.
dc.contributor.authorAnutgan, M.
dc.date.accessioned2024-09-29T16:20:44Z
dc.date.available2024-09-29T16:20:44Z
dc.date.issued2016
dc.departmentKarabük Üniversitesien_US
dc.description24th Signal Processing and Communication Application Conference, SIU 2016 -- 16 May 2016 through 19 May 2016 -- Zonguldak -- 122605en_US
dc.description.abstractIn this work, analysis of spectra with artificial neural network (ANN) and estimation of glucose concentration from the spectrum is aimed by using near infrared spectroscopy (NIR) method. For this purpose, samples of different concentrations obtained by mixing pure water with glucose monohydrate, which was measured via precision scale, and then NIR spectrum of each sample was extracted. Spectral data and concentration values were transferred to MATLAB platform. ANN analysis was conducted after the required signal processing steps. Experimental results are promising in the determination of glucose concentration of any solution by this method including blood sugar. © 2016 IEEE.en_US
dc.identifier.doi10.1109/SIU.2016.7495960
dc.identifier.endpage1200en_US
dc.identifier.isbn978-150901679-2
dc.identifier.scopus2-s2.0-84982806287en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage1197en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2016.7495960
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9270
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectANNen_US
dc.subjectGlucose measurementen_US
dc.subjectNIR Spectroscopyen_US
dc.titleEstimation of glucose concentration in solution using near infrared spectroscopy and artificial neural networken_US
dc.title.alternativeÇözelti Glikoz Derisiminin Yakin Bölge Kizilötesi Spektroskopisi ve Yapay Sinir Aglari Kullanilarak Kestirimien_US
dc.typeConference Objecten_US

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