Blood glucose regulation in IDDM patient by H∞ control: An LMI approach

S. Mandal, A. Sutradhar
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引用次数: 10

Abstract

This paper addresses the design of output feedback h-infinity controller to deliver insulin via an implantable micro-insulin dispenser for insulin-dependent diabetes mellitus (IDDM) patients. The concept of Linear Matrix Inequality (LMI) has been used for the design of the h-infinity controller. For synthesis of the controller, a 9th order linear state-space model of the multivariable nonlinear dynamic glucose-insulin process of the IDDM patient has been used. The performance of the resulting controller was tested on the nonlinear model of the process in simulation platform with necessary implants of the insulin pump and glucose sensor. The controller performance was assessed in terms of its ability to track a normoglycemic set point of 81mg/dl in presence of thrice daily meal disturbance and once daily exercise disturbance with other stochastic noises. The designed controller gives robust performance with good noise rejection.
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H∞控制对IDDM患者血糖调节的一种LMI方法
针对胰岛素依赖型糖尿病(IDDM)患者,设计了一种输出反馈h-∞控制器,用于通过植入式微型胰岛素分配器输送胰岛素。将线性矩阵不等式(LMI)的概念应用于h∞控制器的设计。控制器的合成采用IDDM患者多变量非线性动态血糖-胰岛素过程的9阶线性状态空间模型。在仿真平台上,通过必要的胰岛素泵和葡萄糖传感器的植入,在过程的非线性模型上测试了控制器的性能。在每日三次进食干扰和每日一次运动干扰以及其他随机噪声存在的情况下,根据其跟踪81mg/dl正常血糖设定值的能力来评估控制器的性能。所设计的控制器具有良好的抗噪性能和鲁棒性。
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