Title :
Digital closed-loop control of plasma glycemia
Author :
Palumbo, P. ; Pepe, P. ; Panunzi, S. ; De Gaetano, A.
Author_Institution :
BioMatLab, Consiglio Naz. delle Ric. (IASI-CNR), Rome, Italy
Abstract :
This paper investigates the problem of plasma glucose regulation by means of intra-venous insulin administration. A model-based approach is followed, according to a discrete-time framework, since the available standard technology provides sampled glucose measurements and piece-wise constant insulin delivery devices. The digital control scheme is designed on the basis of an approximated sampled model, whose continuous-time original version is available in the recent literature, and has been shown to very well resemble real data on healthy subjects as well as on diabetic patients (both type 1 and type 2 Diabetes Mellitus). In silico simulations show the high performance of the proposed digital control law.
Keywords :
biomedical measurement; chemical variables measurement; closed loop systems; continuous time systems; digital control; discrete time systems; diseases; drug delivery systems; piecewise constant techniques; sugar; continuous-time system; diabetic patient; digital closed loop control; discrete-time system; glucose measurement; intra-venous insulin administration; piecewise constant insulin delivery device; plasma glucose regulation; plasma glycemia; Adaptation model; Diabetes; Digital control; Insulin; Mathematical model; Plasmas; Sugar;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717997