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Quantized sampled-data static output feedback control of the glucose-insulin system

机译:葡萄糖 - 胰岛素系统的量化采样数据静态输出反馈控制

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摘要

In this paper, the plasma glucose regulation problem for type 2 diabetic patients is studied. A nonlinear time-delay model of the glucose-insulin regulatory system is exploited to design a quantized sampled-data static output feedback control, using only glucose measurements. It is shown that the proposed control law achieves semiglobal practical stability of the related quantized sampled-data closed-loop glucose-insulin system with arbitrary small steady-state tracking error. The controller involves past values of the glucose, which may not be available in the buffer, for instance because of non-uniform sampling. Such a drawback is overcome by means of spline interpolation. Furthermore, quantization in both input and output channels are taken into account. A pre-clinical validation, concerning the performances of the proposed glucose regulator, is carried out by means of a well-known simulator of diabetic patients, broadly accepted for testing insulin infusion therapies. The simulation results pave the way for further clinical evaluation.
机译:本文研究了2型糖尿病患者的血浆葡萄糖调控问题。利用葡萄糖 - 胰岛素调节系统的非线性时滞模型,仅使用仅使用葡萄糖测量来设计量化采样数据静态输出反馈控制。结果表明,所提出的控制法实现了具有任意小稳态跟踪误差的相关量化采样数据闭环血糖胰岛素系统的半球形实际稳定性。控制器涉及葡萄糖的过去值,这可能在缓冲器中不可用,例如由于不均匀的采样。通过样条插值克服了这种缺点。此外,考虑了两个输入和输出通道中的量化。关于所提出的葡萄糖调节剂的性能的临床前验证是通过令人着名的糖尿病患者的模拟器进行的,广泛地接受用于测试胰岛素输注疗法。仿真结果为进一步的临床评估铺平了道路。

著录项

  • 来源
    《Control Engineering Practice》 |2021年第7期|104828.1-104828.16|共16页
  • 作者单位

    Department of Information Engineering Computer Science and Mathematics University of L'Aquila L'Aquila Italy Center of Excellence for Research DEWS Via Vetoio Loc. Coppito L'Aquila Italy;

    Department of Information Engineering Computer Science and Mathematics University of L'Aquila L'Aquila Italy Center of Excellence for Research DEWS Via Vetoio Loc. Coppito L'Aquila Italy;

    Department of Information Engineering Computer Science and Mathematics University of L'Aquila L'Aquila Italy Center of Excellence for Research DEWS Via Vetoio Loc. Coppito L'Aquila Italy;

    Center of Excellence for Research DEWS Via Vetoio Loc. Coppito L'Aquila Italy CNR-IASI Biomathematics Laboratory National Research Council of Italy Rome Italy;

    Department of Biotechnology and Biosciences University of Milano-Bicocca Milano Italy CNR-IASI Biomathematics Laboratory National Research Council of Italy Rome Italy;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Quantized sampled-data static output feedback controllers; Nonlinear time-delay systems; Stabilization in the sample-and-hold sense; Glucose-insulin model; In silico validation;

    机译:量化采样数据静态输出反馈控制器;非线性时滞系统;样品和保持感的稳定化;葡萄糖 - 胰岛素模型;在硅验证中;

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