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Chinese Optics Letters

Chinese Optics Letters

| PUBLISHED MONTHLY BY CHINESE LASER PRESS AND DISTRIBUTED BY OSA

  • Editor: Zhizhan Xu
  • Vol. 10, Iss. 8 — Aug. 1, 2012
  • pp: 083002–

Net analyte signal with floating reference theory in non-invasive blood glucose sensing by near-infrared spectroscopy

Wanjie Zhang, Rong Liu, Wen Zhang, Jiaxiang Zheng, and Kexin Xu  »View Author Affiliations


Chinese Optics Letters, Vol. 10, Issue 8, pp. 083002- (2012)


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Abstract

Based on the floating reference theory, a new method for extracting the net analyte signal (NAS) is proposed. The noise background subspace is spanned by spectra at the floating radial reference point, and then, the spectra at the measurement point are projected on the subspace. Thereafter, the glucose concentrations in intralipid solutions are investigated through Monte Carlo simulation and experiments, and the partial least squares (PLS) models with and without NAS analysis are built. The root mean square errors of calibration and prediction reach to 28.87% and 27.33%, respectively. The results confirm the existence of information induced by glucose concentration variations as well as the validity of the floating reference theory.

© 2012 Chinese Optics Letters

OCIS Codes
(070.0070) Fourier optics and signal processing : Fourier optics and signal processing
(300.0300) Spectroscopy : Spectroscopy

ToC Category:
Spectroscopy

Citation
Wanjie Zhang, Rong Liu, Wen Zhang, Jiaxiang Zheng, and Kexin Xu, "Net analyte signal with floating reference theory in non-invasive blood glucose sensing by near-infrared spectroscopy," Chin. Opt. Lett. 10, 083002- (2012)
http://www.opticsinfobase.org/col/abstract.cfm?URI=col-10-8-083002

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