DROPS

Document

DOI: 10.4230/OASIcs.MCPS.2014.49

Challenges and Opportunities in Design of Control Algorithm for Artificial Pancreas

Authors: Mahboobeh Ghorbani and Paul Bogdan

Published in: OASIcs, Volume 36, 5th Workshop on Medical Cyber-Physical Systems (2014)

Abstract

With discovery of the insulin, Type-1 diabetes converted from a fatal and acute to a chronic disease which includes micro-vascular complications which range from Kidney disease to stroke and micro-vascular complications such as retinopathy, nephropathy and neuropathy. Artificial pancreas is a solution to improve the quality of life for people with this very fast growing disease in the world and to reduce the costs. Despite technological advances e.g., in subcutaneous sensors and actuators for insulin injection, modeling of blood glucose dynamics and control algorithms still need significant improvement. In this paper, we investigate challenges and opportunities for development of efficient algorithm for designing robust artificial pancreas. We discuss the state of the art and summarize clinical and in silico assessment results. We contrast conventional integer order system approach with a newly proposed fractal control and summarize its benefits.

Cite as

Mahboobeh Ghorbani and Paul Bogdan. Challenges and Opportunities in Design of Control Algorithm for Artificial Pancreas. In 5th Workshop on Medical Cyber-Physical Systems. Open Access Series in Informatics (OASIcs), Volume 36, pp. 49-57, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2014)

Copy BibTex To Clipboard

@InProceedings{ghorbani_et_al:OASIcs.MCPS.2014.49,
  author =	{Ghorbani, Mahboobeh and Bogdan, Paul},
  title =	{{Challenges and Opportunities in Design of Control Algorithm for Artificial Pancreas}},
  booktitle =	{5th Workshop on Medical Cyber-Physical Systems},
  pages =	{49--57},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-66-8},
  ISSN =	{2190-6807},
  year =	{2014},
  volume =	{36},
  editor =	{Turau, Volker and Kwiatkowska, Marta and Mangharam, Rahul and Weyer, Christoph},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.MCPS.2014.49},
  URN =		{urn:nbn:de:0030-drops-45221},
  doi =		{10.4230/OASIcs.MCPS.2014.49},
  annote =	{Keywords: Cyber-Physical Systems, Artificial Pancreas, Optimal and Model Predictive Control, Fractal Model Predictive}
}

Search Results

Documents authored by Ghorbani, Mahboobeh

Challenges and Opportunities in Design of Control Algorithm for Artificial Pancreas

Abstract

Cite as

Thanks for your feedback!

Could not send message