Abstract
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.
| Original language | English |
|---|---|
| Title of host publication | Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE |
| Pages | 3921-3924 |
| Number of pages | 4 |
| Publication status | Published - 2013 |
Fields of science
- 203 Mechanical Engineering
- 202034 Control engineering
- 202012 Electrical measurement technology
- 206 Medical Engineering
- 202027 Mechatronics
- 202003 Automation
- 203027 Internal combustion engines
- 207109 Pollutant emission
JKU Focus areas
- Mechatronics and Information Processing