Estimation of glucose concentration in solution using near infrared spectroscopy and artificial neural network
Küçük Resim Yok
Tarih
2016
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In 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.
Açıklama
24th Signal Processing and Communication Application Conference, SIU 2016 -- 16 May 2016 through 19 May 2016 -- Zonguldak -- 122605
Anahtar Kelimeler
ANN, Glucose measurement, NIR Spectroscopy
Kaynak
2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings
WoS Q Değeri
Scopus Q Değeri
N/A
