A Delay-dependent Glucose Control Approach for Type-1 Diabetes via Takagi-Sugeno Fuzzy Models

被引：0

作者：

Pan, Juntao ^{[1
]}

Kang, Zigui ^{[1
]}

Zhang, Weiwei ^{[1
]}

Zhang, Bai ^{[1
]}

Zhang, Penghui ^{[1
]}

机构：

[1] North Minzu Univ, Sch Elect & Informat Engn, Yinchuan 750021, Ningxia, Peoples R China

来源：

PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020) | 2020年

关键词：

type-1; diabetes; blood glucose controller; T-S fuzzy models; SYSTEMS;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper deals with the problem of designing glucose controller for type-1 diabetes while considering the time-delay of insulin action. For controller design, the nonlinear dynamics of type-1 diabetes are exactly represented by Takagi-Sugeno (T-S) fuzzy models. With a delay-dependent Lyapunov-Krasovskii functional, a linear matrix inequalities (LMIs) based design method is proposed which can be easily solved by convex optimization techniques. Simulation example is given to verify the validity and applicability of the proposed approach.

引用

页码：2441 / 2446

页数：6

共 19 条

[1]

Amear BKAA, 2019, 2019 INTERNATIONAL CONFERENCE ON INNOVATION AND INTELLIGENCE FOR INFORMATICS, COMPUTING, AND TECHNOLOGIES (3ICT)

[2] Delay-dependent robust H∞ control for T-S fuzzy systems with time delay [J].

Chen, B ;

Liu, XP .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2005, 13 (04) :544-556

[3]

Daud N A M, 2017, AM I PHYS C SERIES

[4] Nonfragile Control With Guaranteed Cost of T-S Fuzzy Singular Systems Based on Parallel Distributed Compensation [J].

Han, Chunsong ;

Wu, Ligang ;

Lam, H. K. ;

Zeng, Qingshuang .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (05) :1183-1196

[5]

Klug M., 2019, P IEEE INT C FUZZ SY, P1

[6]

Lee J B, 2016, ENHANCED MODEL PREDI

[7] Blood glucose control algorithms for type 1 diabetic patients: A methodological review [J].

Lunze, Katrin ;

Singh, Tarunraj ;

Walter, Marian ;

Brendel, Mathias D. ;

Leonhardt, Steffen .

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2013, 8 (02) :107-119

[8] Robust observer based control for plasma glucose regulation in type 1 diabetes patient using attractive ellipsoid method [J].

Nath, Anirudh ;

Dey, Rajeeb .

IET SYSTEMS BIOLOGY, 2019, 13 (02) :84-91

[9]

Piper L., 2013, MED MEASUREMENT APPL, P1, DOI [10.1109/MeMeA.2013.6549708, DOI 10.1109/MEMEA.2013.6549708]

[10]

Roy A., 2008, THESIS

← 1 2 →