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
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