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Fast time-varying linear filters for suppression of baseline drift in electrocardiographic signals

机译:快速时变线性滤波器可抑制心电图信号中的基线漂移

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Background The paper presents a method of linear time-varying filtering, with extremely low computational costs, for the suppression of baseline drift in electrocardiographic (ECG) signals. An ECG signal is not periodic as the length of its heart cycles vary. In order to optimally suppress baseline drift by the use of a linear filter, we need a high-pass filter with time-varying cut-off frequency controlled by instant heart rate. Methods Realization of the high-pass (HP) filter is based on a narrow-band low-pass (LP) filter of which output is subtracted from the delayed input. The base of an LP filter is an extremely low computational cost Lynn’s filter with rectangular impulse response. The optimal cut-off frequency of an HP filter for baseline wander suppression is identical to an instantaneous heart rate. Instantaneous length of heart cycles (e.g. RR intervals) are interpolated between QRS complexes to smoothly control cut-off frequency of the HP filter that has been used. Results and conclusions We proved that a 0.5?dB decrease in transfer function, at a time-varying cut-off frequency of HP filter controlled by an instant heart rate, is acceptable when related to maximum error due to filtering. Presented in the article are the algorithms that enable the realization of time-variable filters with very low computational costs. We propose fast linear HP filters for the suppression of baseline wander with time-varying cut-off frequencies controlled by instant heart rate. The filters fulfil accepted professional standards and increase the efficiency of the noise suppression.
机译:背景技术本文提出了一种线性时变滤波方法,该方法具有极低的计算成本,用于抑制心电图(ECG)信号的基线漂移。 ECG信号的周期不定,因此不是周期性的。为了通过使用线性滤波器来最佳地抑制基线漂移,我们需要一个具有随时间变化的截止频率的高通滤波器,该截止频率由即时心率控制。方法高通(HP)滤波器的实现基于窄带低通(LP)滤波器,该滤波器的输出从延迟的输入中减去。 LP滤波器的基础是极低的计算成本,具有矩形脉冲响应的Lynn滤波器。用于基线漂移抑制的HP滤波器的最佳截止频率与瞬时心率相同。心律周期的瞬时长度(例如RR间隔)在QRS波群之间进行插值,以平滑地控制已使用的HP滤波器的截止频率。结果与结论我们证明,在由瞬时心率控制的HP滤波器随时间变化的截止频率上,传递函数降低0.5?dB时,与滤波引起的最大误差有关是可以接受的。本文介绍的算法可以以非常低的计算成本实现时变滤波器。我们建议使用快速线性HP滤波器,以通过即时心率控制的随时间变化的截止频率来抑制基线漂移。滤波器符合公认的专业标准,并提高了噪声抑制的效率。

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