DocumentCode
390939
Title
A direct adaptive control strategy for managing diabetes mellitus
Author
Santoso, L. ; Mareels, I.M.Y.
Author_Institution
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
Volume
3
fYear
2002
fDate
10-13 Dec. 2002
Firstpage
2530
Abstract
We present a problem of controlling type 1 diabetes mellitus - a situation where the plant is complex and dynamic, the measurements are sparse, and the data display erratic fluctuating behaviour. These characteristics make it very difficult to derive a model of the plant. We propose a model-free method of deriving a controller for this problem and discuss the limits of control performance under the constraints.
Keywords
adaptive control; diseases; intelligent control; medical control systems; patient treatment; constrained control; diabetes mellitus management; direct adaptive control strategy; model-free method; rule based control; Adaptive control; Biochemistry; Blood; Diabetes; Diseases; Fluids and secretions; Insulin; Open loop systems; Pancreas; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7516-5
Type
conf
DOI
10.1109/CDC.2002.1184217
Filename
1184217
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