The significance of LPV modeling of a widely used T1DM model

P. Szalay, Gy Eigner, M. Kozlovszky, I. Rudas, L. Kovács

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

6 Citations (Scopus)

Abstract

The paper investigates the specificity of Linear Parameter Varying (LPV) modeling and robust controller design on a widely used Type 1 Diabetes Mellitus model. LPV systems can be seen as an extension of linear time invariant systems, which allows us to extend some powerful control methodologies to the highly nonlinear and uncertain models of the human metabolism. Different LPV models are proposed with their own advantages and disadvantages. The possible choices are separately analyzed for both controller and observer design perspective.

Original languageEnglish
Title of host publicationProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Pages3531-3534
Number of pages4
DOIs
Publication statusPublished - 2013
Event2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013 - Osaka, Japan
Duration: Jul 3 2013Jul 7 2013

Other

Other2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
CountryJapan
CityOsaka
Period7/3/137/7/13

Fingerprint

Nonlinear Dynamics
Type 1 Diabetes Mellitus
Controllers
Medical problems
Metabolism

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Biomedical Engineering
  • Health Informatics

Cite this

Szalay, P., Eigner, G., Kozlovszky, M., Rudas, I., & Kovács, L. (2013). The significance of LPV modeling of a widely used T1DM model. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (pp. 3531-3534). [6610304] https://doi.org/10.1109/EMBC.2013.6610304

The significance of LPV modeling of a widely used T1DM model. / Szalay, P.; Eigner, Gy; Kozlovszky, M.; Rudas, I.; Kovács, L.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2013. p. 3531-3534 6610304.

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

Szalay, P, Eigner, G, Kozlovszky, M, Rudas, I & Kovács, L 2013, The significance of LPV modeling of a widely used T1DM model. in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS., 6610304, pp. 3531-3534, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013, Osaka, Japan, 7/3/13. https://doi.org/10.1109/EMBC.2013.6610304
Szalay P, Eigner G, Kozlovszky M, Rudas I, Kovács L. The significance of LPV modeling of a widely used T1DM model. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2013. p. 3531-3534. 6610304 https://doi.org/10.1109/EMBC.2013.6610304
Szalay, P. ; Eigner, Gy ; Kozlovszky, M. ; Rudas, I. ; Kovács, L. / The significance of LPV modeling of a widely used T1DM model. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2013. pp. 3531-3534
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