Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics

Peter Galambos, Jozsef Kuti, P. Baranyi, Gabor Szogi, I. Rudas

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

8 Citations (Scopus)

Abstract

Under the conceptual framework of Cognitive Info communications, a recently published definition of Cognitive Control draws twofold sense characterizing the goals of this branch of systems and control science. On the one hand, Cognitive Control aims to apply the results of control theory to regulate natural or artificial cognitive systems. While on the other hand it points toward the modeling of cognitive processes of different levels utilizing the apparatus of the modern systems theory. Focusing on that view, this paper discusses a systematic way of deriving the convex polytopic qLPV model of nonlinear dynamic processes of the human organism based on the Tensor Product (TP) Model Transformation. To support the idea, a concrete modeling example of Insulin-Glucose Dynamics in intensive insulin therapy is presented.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2597-2602
Number of pages6
ISBN (Print)9781479986965
DOIs
Publication statusPublished - Jan 12 2016
EventIEEE International Conference on Systems, Man, and Cybernetics, SMC 2015 - Kowloon Tong, Hong Kong
Duration: Oct 9 2015Oct 12 2015

Other

OtherIEEE International Conference on Systems, Man, and Cybernetics, SMC 2015
CountryHong Kong
CityKowloon Tong
Period10/9/1510/12/15

Fingerprint

Insulin
Tensors
Glucose
Cognitive systems
System theory
Control theory
Communication
Modeling

Keywords

  • Cognitive Control
  • Insulin-Glucose Dynamics
  • Intensive insulin therapy
  • qLPV modeling
  • TP Model Transformation

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Energy Engineering and Power Technology
  • Information Systems and Management
  • Control and Systems Engineering

Cite this

Galambos, P., Kuti, J., Baranyi, P., Szogi, G., & Rudas, I. (2016). Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics. In Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015 (pp. 2597-2602). [7379586] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMC.2015.454

Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics. / Galambos, Peter; Kuti, Jozsef; Baranyi, P.; Szogi, Gabor; Rudas, I.

Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. p. 2597-2602 7379586.

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

Galambos, P, Kuti, J, Baranyi, P, Szogi, G & Rudas, I 2016, Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics. in Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015., 7379586, Institute of Electrical and Electronics Engineers Inc., pp. 2597-2602, IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015, Kowloon Tong, Hong Kong, 10/9/15. https://doi.org/10.1109/SMC.2015.454
Galambos P, Kuti J, Baranyi P, Szogi G, Rudas I. Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics. In Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 2597-2602. 7379586 https://doi.org/10.1109/SMC.2015.454
Galambos, Peter ; Kuti, Jozsef ; Baranyi, P. ; Szogi, Gabor ; Rudas, I. / Tensor Product Based Convex Polytopic Modeling of Nonlinear Insulin-Glucose Dynamics. Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 2597-2602
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