Optimal H∞ insulin injection control for blood glucose regulation in diabetic patients

被引:66
作者
Chee, F
Savkin, AV
Fernando, TL
Nahavandi, S
机构
[1] Univ Western Australia, Sch Elect Elect & Comp Engn, Crawley, WA 6009, Australia
[2] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[3] Deakin Univ, Sch Engn & Technol, Geelong, Vic 3217, Australia
关键词
dynamic programming; H-infinity control; hybrid dynamical systems; insulin infusion; jump Riccati differential equation; optimal control;
D O I
10.1109/TBME.2005.855727
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The theory of H-infinity optimal control has the feature of minimizing the worst-case gain of an unknown disturbance input. When appropriately modified, the theory can be used to design a "switching" controller that can be applied to insulin injection for blood glucose (BG) regulation. The "switching" controller is defined by a collection of basic insulin rates and a rule that switches the insulin. rates from one value to another. The rule employed an estimation of BG from noisy measurements, and the subsequent optimization of a performance index that involves the solution of a "jump" Riccati differential equation and a discrete-time dynamic programming equation. With an appropriate patient model, Simulation studies have shown that the controller could correct BG deviation using clinically acceptable insulin delivery rates.
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页码:1625 / 1631
页数:7
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