Title :
Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a
-Cell Model
Author :
Pagkalos, Ilias ; Herrero, Pau ; Toumazou, Christofer ; Georgiou, Pantelis
Author_Institution :
Dept. of Bionengineering, Imperial Coll. London, London, UK
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;
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TBCAS.2014.2301377