• DocumentCode
    3213430
  • Title

    Markov jump modelling and control of stress effects on the blood glucose regulation system

  • Author

    Zohrabi, Nasibeh ; Momeni, Hamid Reza ; Zakeri, Hasan

  • Author_Institution
    Electr. Eng. Dept., Tarbiat Modares Univ., Tehran, Iran
  • fYear
    2012
  • fDate
    15-17 May 2012
  • Firstpage
    985
  • Lastpage
    989
  • Abstract
    Diabetes mellitus is a group of metabolic diseases in which there is a malfunction in blood glucose regulatory system. Stress is a random process and has an important role in raising blood sugar level. In this paper, we modify the Bergman´s minimal model to include stress effects as a random process and rewrite the equations to include model uncertainty as well as unknown nonlinear function. Based on a singular system approach, the problems of stochastic stability and robust sliding mode control for blood glucose regulation as a Markov jump system are considered. Therefore control and regulation of glucose-insulin system with respect to stress effects are possible, i.e. blood´s plasma glucose and insulin levels reach their basal values. Finally, the simulation result is given to show the potentials of the proposed method.
  • Keywords
    Markov processes; blood; diseases; medical control systems; nonlinear functions; robust control; stochastic systems; uncertain systems; variable structure systems; Bergman minimal model; Markov jump modelling; blood glucose regulatory system; diabetes mellitus; insulin levels; metabolic diseases; plasma glucose level; random process; robust sliding mode control; singular system approach; stochastic stability; stress control; unknown nonlinear function; Blogs; Blood; Insulin; Markov processes; Diabetes; Markov jump system; singular system approach; sliding mode control; stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2012 20th Iranian Conference on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4673-1149-6
  • Type

    conf

  • DOI
    10.1109/IranianCEE.2012.6292496
  • Filename
    6292496