A Dual-Hormone Multicontroller for Artificial Pancreas Systems.


Journal

IEEE journal of biomedical and health informatics
ISSN: 2168-2208
Titre abrégé: IEEE J Biomed Health Inform
Pays: United States
ID NLM: 101604520

Informations de publication

Date de publication:
09 2022
Historique:
pubmed: 16 6 2022
medline: 14 9 2022
entrez: 15 6 2022
Statut: ppublish

Résumé

Artificial pancreas (AP) algorithms can be divided into single-hormone (SH) and dual-hormone (DH). SH algorithms regulate glycemia using insulin as their control input. On the other hand, DH algorithms also use glucagon to counteract insulin. While SH-AP systems are already commercially available, DH-AP systems are still in an earlier research phase. DH-AP systems have been questioned since the added complexity of glucagon infusion does not always guarantee hypoglycemia prevention and might significantly raise insulin delivery. In this work, a DH multicontroller is proposed based on a SH linear quadratic gaussian (LQG) algorithm with an additional LQG controller to deliver glucagon. This strategy has a switched structure that allows activating one of the following three controllers when necessary: a conservative insulin LQG controller to modulate basal delivery ( K

Identifiants

pubmed: 35704538
doi: 10.1109/JBHI.2022.3182581
doi:

Substances chimiques

Blood Glucose 0
Hypoglycemic Agents 0
Insulin 0
Glucagon 9007-92-5

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

4743-4750

Auteurs

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Classifications MeSH