Observer Design for a Nonlinear Minimal Model of Glucose Disappearance and Insulin Kinetics
Driss Boutat, Mohamed Darouach, Holger Voos
2014
Abstract
This work deals with an observer design for a nonlinear minimal dynamic model of glucose disappearance and insulin kinetics (GD-IK). At first, the model is transformed into a nonlinear observer normal form. Then, using the knowledge of the plasma blood glucose level, we estimate the state variables that are not directly available from the system, i.e. the remote compartment insulin utilization, the plasma insulin deviation and the infusion rate. In addition, we estimate the amount of absorbed glucose by means of the inverse dynamics.
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in Harvard Style
Boutat D., Darouach M. and Voos H. (2014). Observer Design for a Nonlinear Minimal Model of Glucose Disappearance and Insulin Kinetics . In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2014) ISBN 978-989-758-011-6, pages 21-26. DOI: 10.5220/0004747700210026
in Bibtex Style
@conference{biosignals14,
author={Driss Boutat and Mohamed Darouach and Holger Voos},
title={Observer Design for a Nonlinear Minimal Model of Glucose Disappearance and Insulin Kinetics},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2014)},
year={2014},
pages={21-26},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004747700210026},
isbn={978-989-758-011-6},
}
in EndNote Style
TY - CONF
JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2014)
TI - Observer Design for a Nonlinear Minimal Model of Glucose Disappearance and Insulin Kinetics
SN - 978-989-758-011-6
AU - Boutat D.
AU - Darouach M.
AU - Voos H.
PY - 2014
SP - 21
EP - 26
DO - 10.5220/0004747700210026