DocumentCode
3533138
Title
Closed-loop glucose control: Application to the Euglycemic Hyperinsulinemic Clamp
Author
Palumbo, P. ; Pepe, P. ; Panunzi, S. ; De Gaetano, Andrea
Author_Institution
Ist. di Analisi dei Sist. e Inf. “A. Ruberti”, UCSC, Rome, Italy
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
4461
Lastpage
4466
Abstract
The Euglycemic Hyperinsulinemic Clamp (EHC) is considered the gold standard experiment for the determination of insulin sensitivity. It consists of a nontrivial perturbation experiment, during which large amounts of insulin are administered intra-venously to the subject, and exogenous glucose is administered, according to given protocols, in order to keep glycemia constant. This note proposes a closed-loop glucose control methodology for the EHC. A Delay Differential Equation (DDE) model of the EHC is considered to synthesize the control law. The use of an observer for nonlinear DDE systems allows the use of only glucose measurements in order to design the feedback (instead of insulin measurements, which are less accurate, more expensive and more cumbersome to obtain). The main result consists in the proof of convergence of the observer estimate error in case of a piecewise-constant control, which is what occurs in practice by intermittent manual regulation of the glucose infusion pump. Numerical results show the effectiveness of the proposed methodology.
Keywords
closed loop systems; control system synthesis; differential equations; feedback; medical control systems; nonlinear control systems; observers; sugar; EHC; Euglycemic Hyperinsulinemic clamp; closed-loop glucose control methodology; control law synthesis; delay differential equation model; feedback design; glucose infusion pump; glucose measurements; glycemia constant; insulin sensitivity determination; nonlinear DDE systems; nontrivial perturbation experiment; observer estimate error; piecewise-constant control; protocols; Clamps; Convergence; Insulin; Mathematical model; Observers; Plasmas; Sugar; Glucose Control; Glucose-Insulin System; Time-Delay Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760576
Filename
6760576
Link To Document