Event-Triggered Model Predictive Control for Embedded Artificial Pancreas Systems.

Ankush Chakrabarty,Stamatina Zavitsanou,Francis J. Doyle,Eyal Dassau

IEEE Transactions on Biomedical Engineering（2018）

引用 75|浏览8

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摘要

Objective: The development of artificial pancreas (AP) technology for deployment in low-energy, embedded devices is contingent upon selecting an efficient control algorithm for regulating glucose in people with type 1 diabetes mellitus. In this paper, we aim to lower the energy consumption of the AP by reducing controller updates, that is, the number of times the decision-making algorithm is invok...

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关键词

Insulin,Sugar,Predictive models,Prediction algorithms,Algorithm design and analysis,Safety,Pancreas

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