• DocumentCode
    2041462
  • Title

    Implantable Pacemakers Control and Optimization via Fractional Calculus Approaches: A Cyber-Physical Systems Perspective

  • Author

    Bogdan, Paul ; Jain, Siddharth ; Goyal, Kartikeya ; Marculescu, Radu

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2012
  • fDate
    17-19 April 2012
  • Firstpage
    23
  • Lastpage
    32
  • Abstract
    Managing cardiac disease and abnormal heart rate variability remain challenging problems with an enormous economic and psychological impact worldwide. Consequently, the purpose of this paper is to introduce a fractal approach to pacemaker design based on the constrained finite horizon optimal control problem. This is achieved by modeling the heart rate dynamics via fractional differential equations. Also, by using calculus of variations, we show that the constrained finite horizon optimal control problem can be reduced to solving a linear system. Finally, we discuss the hardware complexity involved in the practical implementation of fractal controllers.
  • Keywords
    differential equations; linear systems; optimal control; optimisation; pacemakers; variational techniques; abnormal heart rate variability management; calculus of variations; cardiac disease management; constrained finite horizon optimal control; cyber-physical systems; fractal controllers; fractional calculus; fractional differential equations; hardware complexity; heart rate dynamics; implantable pacemaker control; linear system; Fractals; Fractional calculus; Heart rate; Optimal control; Pacemakers; Cyber-physical systems; fractal behavior; fractional calculus; heart rate variability; model predictive control; non-stationary behavior; optimal control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cyber-Physical Systems (ICCPS), 2012 IEEE/ACM Third International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-1537-1
  • Type

    conf

  • DOI
    10.1109/ICCPS.2012.11
  • Filename
    6197385