Literature DB >> 16235648

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

Frederick Chee1, Andrey V Savkin, Tyrone L Fernando, Saeid Nahavandi.   

Abstract

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.

Entities:  

Mesh:

Substances:

Year:  2005        PMID: 16235648     DOI: 10.1109/TBME.2005.855727

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  6 in total

1.  A switching control strategy for the attenuation of blood glucose disturbances.

Authors:  Mihalis G Markakis; Georgios D Mitsis; George P Papavassilopoulos; Petros A Ioannou; Vasilis Z Marmarelis
Journal:  Optim Control Appl Methods       Date:  2011       Impact factor: 2.530

2.  A controlled study of the effectiveness of an adaptive closed-loop algorithm to minimize corticosteroid-induced stress hyperglycemia in type 1 diabetes.

Authors:  Joseph El Youssef; Jessica R Castle; Deborah L Branigan; Ryan G Massoud; Matthew E Breen; Peter G Jacobs; B Wayne Bequette; W Kenneth Ward
Journal:  J Diabetes Sci Technol       Date:  2011-11-01

3.  The artificial pancreas: how sweet engineering will solve bitter problems.

Authors:  David C Klonoff
Journal:  J Diabetes Sci Technol       Date:  2007-01

Review 4.  Intelligent automated drug administration and therapy: future of healthcare.

Authors:  Richa Sharma; Dhirendra Singh; Prerna Gaur; Deepak Joshi
Journal:  Drug Deliv Transl Res       Date:  2021-01-14       Impact factor: 4.617

5.  Arbitrary-order sliding mode-based robust control algorithm for the developing artificial pancreas mechanism.

Authors:  Waqar Alam; Qudrat Khan; Raja Ali Riaz; Rini Akmeliawati
Journal:  IET Syst Biol       Date:  2020-12       Impact factor: 1.615

6.  Regulation of Blood Glucose Concentration in Type 1 Diabetics Using Single Order Sliding Mode Control Combined with Fuzzy On-line Tunable Gain, a Simulation Study.

Authors:  Soudabeh Taghian Dinani; Maryam Zekri; Marzieh Kamali
Journal:  J Med Signals Sens       Date:  2015 Jul-Sep
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.