DocumentCode
653882
Title
Fuzzy high-order sliding-mode control of blood glucose concentration
Author
Taghian Dinani, Soudabeh ; Zekri, M. ; Nazari, Bahareh
Author_Institution
Electr. & Comput. Eng. Dept., Isfahan Univ. of Technol., Isfahan, Iran
fYear
2013
fDate
Oct. 31 2013-Nov. 1 2013
Firstpage
40
Lastpage
45
Abstract
This paper represents a fuzzy high-order sliding-mode (F-HOSM) controller in order to regulate blood glucose concentration in type 1 diabetics. This method uses merits of both fuzzy concept and high-order sliding-mode control so that not only the blood glucose level can be efficiently controlled, but also the amount of chattering in control effort will be significantly alleviated. Moreover the amount of control effort will decrease to its half in comparison to that in HOSM controller leading to a less risk of hypoglycemia, which is the most dangerous phenomenon in controlling the blood glucose level of diabetics. The efficiency of the proposed controller is validated by computer simulation. This controller is used to regulate the blood glucose level in a well-known diabetic model called minimal model.
Keywords
blood; fuzzy control; medical control systems; variable structure systems; F-HOSM controller; blood glucose concentration; blood glucose level regulation; computer simulation; diabetic model; fuzzy high-order sliding-mode control; hypoglycemia; minimal model; type 1 diabetics; Blogs; Computational modeling; Diabetes; Fuzzy control; Robustness; blood glucose regulation; fuzzy control; high-order sliding-mode (HOSM); type 1 diabetes mellitus (T1DM);
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Knowledge Engineering (ICCKE), 2013 3th International eConference on
Conference_Location
Mashhad
Print_ISBN
978-1-4799-2092-1
Type
conf
DOI
10.1109/ICCKE.2013.6682818
Filename
6682818
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