Estimation-based model predictive control of blood glucose in type I diabetics: A simulation study

Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC

Volumn , Issue , 2001, Pages 79-80

  Lynch, Sandra M ^a   Bequette, B Wayne ^a  

^a Rensselaer Polytechnic Institute   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLOOD; COMPUTER SIMULATION; DIAGNOSIS; GLUCOSE; INSULIN; NUMERICAL METHODS; PATIENT MONITORING; PREDICTIVE CONTROL SYSTEMS; STATE SPACE METHODS;

BLOOD GLUCOSE; BLOOD SUGAR LEVEL; DIABETIC PATIENT; DIABETICS; HUMAN-GLUCOSE INSULIN INTERACTION; HYPERGLYCEMIA; HYPOGLYCEMIA;

BIOMEDICAL ENGINEERING;

EID: 0035784464     PISSN: 1071121X     EISSN: 21607001     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. A.C. Guyton, J.E. Hall, Textbook of Medical Physiology, 9th ed., Saunders, 1996.
2. R.N. Bergman, L.S. Philips, C. Cobelli, "Physiological evaluation of factors controlling glucose tolerance in man," J. Clin. Invest., vol 68, pp. 1456-1467, 1981.
3. K. Muske and J.B. Rawlings, "Model predictive control with linear models," AIChE J., 39(2), 262-87, 1993.
4. J.T. Sorenson, A Physiological Model of Glucose Metabolism in man and its use to design and assess improved insulin therapies for diabetes, Ph.D thesis, Massachusetts Institute of Technology, 1985.
5. R.S. Parker, F.J. Doyle III and N.A. Peppas, "A model-based algorithm for blood glucose control in type I diabetic patients," IEEE Trans. Biomed. Eng., 46, 148, 1999.