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Implantable pacemakers control and optimization via fractional calculus approaches

机译:植入式起搏器通过分数演算方法进行控制和优化

摘要

Method and system for non-linear modeling of physiological behavior, such as R-R intervals, in implantable devices, such as a rate responsive pacemakers, comprising a comprehensive modeling and optimization methodology based on fractional calculus and constrained finite horizon optimal control theory that allows for allows for fine-grain optimization of pacemaker response to heart rate variations; and the theoretical basis on which a hardware implementation of the fractional optimal controller that can respond to changes in the heart rate dynamics. Present invention describes a fractal approach to pacemaker control 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, the invention describes how the constrained finite horizon optimal control problem can be reduced to solving a linear system of equations. Finally, the invention describes the theoretical basis on which a hardware implementation become possible.
机译:在诸如速率响应起搏器之类的可植入设备中对生理行为(例如RR间隔)进行非线性建模的方法和系统,包括基于分数演算和受约束的有限水平最优控制理论的综合建模和优化方法,该方法允许用于对起搏器对心率变化的响应进行细粒度优化;以及可以响应心率动态变化的分数最优控制器的硬件实现的理论基础。本发明描述了一种基于受限的有限水平最优控制问题的用于起搏器控制的分形方法。这可以通过分数微分方程对心率动力学建模来实现。而且,通过使用变化演算,本发明描述了如何可以将受约束的有限水平最优控制问题简化为求解方程的线性系统。最后,本发明描述了可以实现硬件的理论基础。

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