کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
724079 892361 2007 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
ADAPTIVE CONTROL STRATEGY FOR GLUCOSE REGULATION USING RECURSIVE LINEAR MODELS
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
ADAPTIVE CONTROL STRATEGY FOR GLUCOSE REGULATION USING RECURSIVE LINEAR MODELS
چکیده انگلیسی

Using frequently sampled blood glucose measurements (at 5 min intervals), low-order recursive linear time series models have been developed for the prediction of future blood glucose concentrations. Such predicted glucose values are then integrated with model based control algorithms, such as GPC and LQC, for adjusting the required insulin infusion rates with an automated insulin pump. Since the models are derived from patients’ own glucose data, the proposed algorithm can dynamically adapt to inter- and intra-subject variability.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC Proceedings Volumes - Volume 40, Issue 4, 2007, Pages 157–162
نویسندگان
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