Closed loop blood glucose control in diabetics

被引:0
|
作者
Faiz-Ul-Hassan [1 ]
Adil, Muhammad [1 ]
Khaqan, Ali [1 ]
Shuja, Sana [1 ]
Tiwana, Moazzam Islam [1 ]
Qadeer-ul-Hassan [1 ]
Malik, Shahzad [1 ]
Riaz, Raja Ali [1 ]
机构
[1] COMSATS Inst Informat Technol, Dept Elect Engn, Pk Rd, Islamabad, Pakistan
来源
BIOMEDICAL RESEARCH-INDIA | 2017年 / 28卷 / 16期
关键词
Backstepping; Blood glucose; Diabetes; Bergman model; INSULIN SENSITIVITY;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Diabetes is a chronic metabolic disorder affecting millions of people worldwide. Especially, type-1 diabetics have required strict glycemic control. In this paper, close loop control system is designed to normalize the high blood glucose level for diabetes patients. Glucose-insulin dynamics in blood plasma are represented by Bergman minimal mathematical model which is used as base model. The dynamical variations between different and same individual poses a major challenge in designing of controller for biological systems. The contribution of this research work lies in designing a backstepping based nonlinear controller which perfectly deals with nonlinearities present in the system. In order to visualize the robust behavior, meal and exercise are added as a disturbance factor and controller effectively track the set point value of 70 mg/dL from an initial state of hyperglycemia. The control criteria imposed on the proposed controller are hyperglycemia and hypoglycemia.
引用
收藏
页码:7230 / 7236
页数:7
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