相位空间PID控制光学映射测量中的基线漂移去除

Shaun Eisner, F. Fenton, I. Uzelac
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引用次数: 0

摘要

离体心脏的光学成像方法对我们进一步了解心脏电生理有很大的影响。该方法的一个常见问题是荧光信号随时间的基线漂移,这是由染料光漂白、激发光源的小变化或其他类似的人工制品引起的。由于其相对大小,消除基线漫游可能是一项重要的任务,对分析重要的生理动力学(如行波和交替)具有重要意义。本文提出了一种基于比例-积分-导数(PID)闭环反馈的消除基线漂移的计算方法。PID方法根据误差值对输入Vm施加连续控制刺激,该误差值由相空间中预先计算的设定值的欧氏距离定义。我们通过在系统信号Vm中加入频率小于信号起跳频率的任意正弦漂移的线性组合来量化和验证PID控制方法。PID控制回路有效地消除了基线漂移,对输入Vm的退化最小,从而为在适当的相空间中实现基线漂移提供了一种可行的工具。该方法的计算简单性也适合在嵌入式系统(如Arduinos和Raspberry-Pis)中实现。
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Baseline Wandering Removal in Optical Mapping Measurements With PID Control in Phase Space
Optical imaging methods on ex-vivo hearts have had large impact in furthering our understanding of cardiac electrophysiology. One common problem in this method is a baseline wandering of the fluorescence signals over time, caused by dye photo-bleaching, small variation of the excitation light source, or other similar artifacts. Due to its relative magnitude, the removal of baseline wandering can be a nontrivial task and has major implications for analyzing important physiological dynamics such as traveling waves and alternans. Here we present a computational technique for the removal of such baseline wandering based on Proportional-Integral-Derivative (PID) closed loop feedback. The PID method applied a continuous control stimulus to the input Vm based on an error value which is defined by Euclidean distance from a pre-computed setpoint in phase space. We quantify and validate the PID control method by adding a linear combination of arbitrary sinusoidal drift, of frequency less than the signal pacing frequency, to the system signal Vm. The PID control loop effectively removed the baseline wandering with minimal degradation to the input Vm, and thus provides a viable tool for baseline wandering removal when implemented in an appropriate phase space. The computational simplicity of the method also lends itself to implementation in embedded systems, such as Arduinos and Raspberry-Pis.
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