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Intelligent fractional-order PID (FOPID) heart rate controller for cardiac pacemaker

机译:用于心脏起搏器的智能分数阶PID(FOPID)心率控制器

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Efficient and robust control of cardiac pacemaker is essential for providing life-saving control action to regulate Heart Rate (HR) in a dynamic environment. Several controller designs involving proportional-integral-derivative (PID) and fuzzy logic controllers (FLC) have been reported but each have their limitations to face the dynamic challenge of regulating HR. Fractional-order control (FOC) systems provide controllers that are described by fractional-order differential equations that offers fine tuning of the control parameters to provide robust and efficient performance. In this work a robust fractional-order PID (FOPID) controller is designed based on Ziegler-Nichols tuning method. The stable FOPID controller outperformed PID controllers with different tuning methods and also the FLC in terms of rise time, settling time and % overshoot. The FOPID controller also demonstrated feasibility for rate-adaptive pacing. However, the FOPID controller designed in this work is not optimal and is limited by the tuning procedure. More efficient design using optimization techniques such as particle swarm intelligence or genetic algorithm tuning can offer optimal control of the cardiac pacemaker.
机译:对心脏起搏器进行有效而强大的控制对于在动态环境中提供救生控制措施以调节心率(HR)至关重要。已经报道了几种涉及比例积分微分(PID)和模糊逻辑控制器(FLC)的控制器设计,但是每种设计都有其局限性,以面对调节HR的动态挑战。分数阶控制(FOC)系统提供了由分数阶微分方程描述的控制器,该分数阶微分方程可对控制参数进行微调,以提供强大而有效的性能。在这项工作中,基于Ziegler-Nichols调整方法设计了鲁棒的分数阶PID(FOPID)控制器。稳定的FOPID控制器在上升时间,稳定时间和超调百分比方面,在不同的调节方法以及FLC方面均优于PID控制器。 FOPID控制器还展示了速率自适应起搏的可行性。但是,在这项工作中设计的FOPID控制器不是最佳的,并且受调整过程的限制。使用诸如粒子群智能或遗传算法调整之类的优化技术进行更有效的设计可以提供对心脏起搏器的最佳控制。

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