DocumentCode :
53153
Title :
Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a \\beta -Cell Model
Author :
Pagkalos, Ilias ; Herrero, Pau ; Toumazou, Christofer ; Georgiou, Pantelis
Author_Institution :
Dept. of Bionengineering, Imperial Coll. London, London, UK
Volume :
8
Issue :
2
fYear :
2014
fDate :
Apr-14
Firstpage :
186
Lastpage :
195
Abstract :
This paper presents a bio-inspired method for in-vivo control of blood glucose based on a model of the pancreatic β-cell. The proposed model is shown to be implementable using low-power analogue integrated circuits in CMOS, realizing a biologically faithful implementation which captures all the behaviours seen in physiology. This is then shown to be capable of glucose control using an in silico population of diabetic subjects achieving 93% of the time in tight glycemic target (i.e., [70, 140] mg/dl) . The proposed controller is then compared with a commonly used external physiological insulin delivery (ePID) controller for glucose control. Results confirm equivalent, or superior, performance in comparison with ePID. The system has been designed in a commercially available 0.35 μm CMOS process and achieves an overall power consumption of 1.907 mW.
Keywords :
CMOS integrated circuits; cellular transport; diseases; drug delivery systems; low-power electronics; medical control systems; physiological models; sugar; three-term control; CMOS process; analogue implementation; bio-inspired glucose control; biologically faithful implementation; blood glucose; diabetes; diabetic subjects; ePID; external physiological insulin delivery controller; in silico population; in-vivo control; low-power analogue integrated circuits; pancreatic ß-cell model; power 1.907 mW; size 0.35 mum; tight glycemic target; Blood; Diabetes; Insulin; Mathematical model; Pancreas; Sugar; Threshold voltage; Analogue; artificial pancreas; bio-inspired; diabetes; glucose control; insulin delivery; log-domain;
fLanguage :
English
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1932-4545
Type :
jour
DOI :
10.1109/TBCAS.2014.2301377
Filename :
6778812
Link To Document :
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