• DocumentCode
    1537598
  • Title

    Noninvasive glucose sensing utilizing a digital closed-loop polarimetric approach

  • Author

    Cameron, Brent D. ; Cóte, Gerard L.

  • Author_Institution
    Texas A&M Univ., College Station, TX, USA
  • Volume
    44
  • Issue
    12
  • fYear
    1997
  • Firstpage
    1221
  • Lastpage
    1227
  • Abstract
    A polarimetric glucose sensor utilizing a digital closed-loop controller was designed and implemented during this study. Its potential as a noninvasive glucose sensor was evaluated in vitro for both glucose doped water and bovine aqueous humor mediums. A physiological hyperglycemic concentration range was used in both calibration and validation of each set of experiments. Ideally, the end application of this system could estimate blood glucose concentrations indirectly by measuring the amount of rotation of a light beam´s polarization state after it propagates through the aqueous humor contained within the anterior chamber of the eye. The polarimeter designed in this study differs from similar investigated systems in that it utilizes a digital closed-loop control system. This type of controller was implemented in order to further improve system repeatability and stability without sacrificing accuracy. Unique to this investigation, independent validation sets other than those used to create each respective calibration model were obtained. The results of the glucose-doped water experiments yielded mean standard errors of prediction for calibration and validation of 6.91 and 8.84 mg/dl, respectively. The mean standard errors of prediction during calibration and validation of the glucose-doped aqueous humor experiments were higher at 27.20 and 27.47 mg/dl, respectively, due to medium degradation over time while exposed to air.
  • Keywords
    blood; chemical variables measurement; closed loop systems; laser applications in medicine; organic compounds; patient monitoring; polarimetry; blood glucose concentration; bovine aqueous humor; calibration model; digital closed-loop polarimetric approach; glucose doped water; invasive glucose sensing; light beam polarization state; medium degradation; ocular anterior chamber; physiological hyperglycemic concentration range; Blood; Bovine; Calibration; Control systems; Digital control; In vitro; Optical polarization; Rotation measurement; State estimation; Sugar; Animals; Aqueous Humor; Blood Glucose Self-Monitoring; Calibration; Cattle; Equipment Design; Evaluation Studies as Topic; Glucose; Humans; Water;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.649993
  • Filename
    649993