Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements

Csaba Juhasz, Balazs Asztalos, Veronika Molnar, Ewart R. Carson, Z. Benyó

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The theoretical and practical issues of a model reference adaptive system for simulation and optimization of insulin therapy in patients with insulin-dependent diabetes are described in this paper. The adaptive optimizer, denoted ADASDIM, can operate with sparse (3-5 times/day) blood glucose controllers which need a relatively high frequency of blood samples (2-30 times/hour) taken from the diabetic patient. In the absence of real data, a reference model behaving as a 'healthy subject' generates 'pseudo' blood glucose values. Also, the proposed scheme makes use of the knowledge of the time and quantity of future meals.

Original languageEnglish
Title of host publicationProceedings of the Annual Conference on Engineering in Medicine and Biology
PublisherPubl by IEEE
Pages542-543
Number of pages2
Volume15
Editionpt 1
ISBN (Print)0780313771
Publication statusPublished - 1993
EventProceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - San Diego, CA, USA
Duration: Oct 28 1993Oct 31 1993

Other

OtherProceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
CitySan Diego, CA, USA
Period10/28/9310/31/93

Fingerprint

Model reference adaptive control
Insulin
Blood Glucose
Blood
Glucose
Adaptive systems
Medical problems
Controllers

ASJC Scopus subject areas

  • Bioengineering

Cite this

Juhasz, C., Asztalos, B., Molnar, V., Carson, E. R., & Benyó, Z. (1993). Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements. In Proceedings of the Annual Conference on Engineering in Medicine and Biology (pt 1 ed., Vol. 15, pp. 542-543). Publ by IEEE.

Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements. / Juhasz, Csaba; Asztalos, Balazs; Molnar, Veronika; Carson, Ewart R.; Benyó, Z.

Proceedings of the Annual Conference on Engineering in Medicine and Biology. Vol. 15 pt 1. ed. Publ by IEEE, 1993. p. 542-543.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Juhasz, C, Asztalos, B, Molnar, V, Carson, ER & Benyó, Z 1993, Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements. in Proceedings of the Annual Conference on Engineering in Medicine and Biology. pt 1 edn, vol. 15, Publ by IEEE, pp. 542-543, Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, CA, USA, 10/28/93.
Juhasz C, Asztalos B, Molnar V, Carson ER, Benyó Z. Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements. In Proceedings of the Annual Conference on Engineering in Medicine and Biology. pt 1 ed. Vol. 15. Publ by IEEE. 1993. p. 542-543
Juhasz, Csaba ; Asztalos, Balazs ; Molnar, Veronika ; Carson, Ewart R. ; Benyó, Z. / Model reference adaptive control approach to optimizing insulin therapy based on sparse measurements. Proceedings of the Annual Conference on Engineering in Medicine and Biology. Vol. 15 pt 1. ed. Publ by IEEE, 1993. pp. 542-543
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