ACM Transactions on Embedded Computing Systems · 2013 · 19 citations · 31 references
EngineeringComputer EngineeringSystems EngineeringCyber-physical SystemsOptimizationReconfigurable ComputingControl System DesignControl SystemsControl TheoryCyber-physical Systems DesignHeart Rate VariabilityOptimal ControlCardiac PacemakersControl AlgorithmsControl Of Cyber-physical SystemsFinite Horizon ControlFinite-time Optimal ControlFractal AnalysisHeart RateHeart Rate Control
Cardiac diseases, like those related to abnormal heart rate activity, have an enormous economic and psychological impact worldwide. The approaches used to control the behavior of modern pacemakers ignore the fractal nature of heart rate activity. The purpose of this article is to present a Cyber Physical System approach to pacemaker design that exploits precisely the fractal properties of heart rate activity in order to design the pacemaker controller. Towards this end, we solve a finite horizon optimal control problem based on the heartbeat time series and show that this control problem can be converted into a system of linear equations. We also compare and contrast the performance of the fractal optimal control problem under six different cost functions. Finally, to get an idea of hardware complexity, we implement the fractal optimal controller on a Virtex4 FPGA and report some preliminary results in terms of area overhead.
31
Fractional Calculus in Bioengineering
Bruce J. West · Journal of Statistical Physics · 2007 · 2K citations
Harrison's Principles of Internal Medicine.
Annals of Internal Medicine · 1984 · 1.5K citations
FRACTIONAL CALCULUS AND WAVES IN LINEAR VISCOELASTICITY
Marcus Tullius Cıcero · 2012 · 693 citations