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
Link To Document :
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