TY - GEN
T1 - A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques
AU - Kirchsteiger, Harald
AU - Zaccarian, Luca
AU - Renard, Eric
AU - Del Re, Luigi
PY - 2013
Y1 - 2013
N2 - This paper considers the problem of online calibration
and recalibration of continuous glucose monitoring
devices. A parametric relation between interstitial and blood
glucose is investigated and a constructive algorithm to adaptively
estimate the parameters within this relation is proposed.
The algorithm explicitly considers measurement uncertainty of
the device used to collect the calibration measurements and
enables automatic detection of measurements which are not
suitable to be used for calibration. The method was assessed
on clinical data from 17 diabetic patients and the improvements
with respect to the current state of the art is shown.
AB - This paper considers the problem of online calibration
and recalibration of continuous glucose monitoring
devices. A parametric relation between interstitial and blood
glucose is investigated and a constructive algorithm to adaptively
estimate the parameters within this relation is proposed.
The algorithm explicitly considers measurement uncertainty of
the device used to collect the calibration measurements and
enables automatic detection of measurements which are not
suitable to be used for calibration. The method was assessed
on clinical data from 17 diabetic patients and the improvements
with respect to the current state of the art is shown.
UR - https://www.scopus.com/pages/publications/84886547493
U2 - 10.1109/EMBC.2013.6610402
DO - 10.1109/EMBC.2013.6610402
M3 - Conference proceedings
SN - 9781457702167
T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
SP - 3921
EP - 3924
BT - Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE
ER -