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
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