nahavandi-optimalH-2005.pdf (512.83 kB)
Optimal H∞ insulin injection control for blood glucose regulation in diabetic patients
journal contribution
posted on 2005-10-01, 00:00 authored by F Chee, A Savkin, T Fernando, Saeid NahavandiThe 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.