Semiglobal Sampled-Data Dynamic Output Feedback Controller for the Glucose-Insulin System

被引:20
作者
Di Ferdinando, Mario [1 ]
Pepe, Pierdomenico [1 ]
Palumbo, Pasquale [2 ]
Panunzi, Simona [3 ]
De Gaetano, Andrea [3 ]
机构
[1] Univ LAquila, Dept Informat Engn Comp Sci & Math, I-67100 Laquila, Italy
[2] CNR, Inst Syst Anal & Comp Sci, Via Taurini 19, I-00185 Rome, Italy
[3] CNR IASI, Largo A Gemelli 8, I-00168 Rome, Italy
关键词
Glucose-insulin model; nonlinear time-delay systems; sampled-data output feedback controllers; stabilization in the sample-and-hold sense; in silico validation; MODEL-PREDICTIVE CONTROL; ARTIFICIAL PANCREAS; DELIVERY; STABILIZATION; SAFETY; MPC;
D O I
10.1109/TCST.2018.2881662
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we deal with the problem of tracking a desired plasma glucose concentration by means of intravenous insulin administration, for Type 2 diabetic patients. A nonlinear time-delay model is used to describe the glucose-insulin regulatory system, according to which a model-based approach is exploited to design a semiglobal sampled-data dynamic output feedback controller. It is shown that emulation, by Euler approximation, of a proposed continuous-time control law yields stabilization in the sample-and-hold sense of the glucose-insulin system. The glucose regulator makes use of only sampled glucose measurements. Theoretical results are preclinically validated through a virtual environment broadly accepted as a substitute to animal trials for the preclinical testing of control strategies in plasma glucose regulation. Numerical results are encouraging and pave the way to further clinical verifications.
引用
收藏
页码:16 / 32
页数:17
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