• 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