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


Autoria(s): Chee, Frederick; Savkin, Andrey V.; Fernando, Tyrone L.; Nahavandi, Saeid
Data(s)

01/10/2005

Resumo

The theory of H/sup /spl infin// 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. <br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30008902

Idioma(s)

eng

Publicador

IEEE Xplore

Relação

http://dro.deakin.edu.au/eserv/DU:30008902/nahavandi-optimalH-2005.pdf

http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=01510846

Direitos

2005, IEEE

Tipo

Journal Article