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. ©2010 IEEE.
Palumbo, P., Pepe, P., Panunzi, S., De Gaetano, A. (2010). Digital closed-loop control of plasma glycemia. In Proceedings 49th IEEE Conference on Decision and Control (CDC10), Atlanta, Georgia, USA, December 2010 (pp.833-838) [10.1109/CDC.2010.5717997].
Digital closed-loop control of plasma glycemia
Palumbo PPrimo
;
2010
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. ©2010 IEEE.File | Dimensione | Formato | |
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