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A PLL based adaptive power line interference filtering from ECG signals

机译:基于PLL的ECG信号自适应电力线干扰过滤

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One of the challenges for electrocardiogram (ECG) signals extraction is additive power line interference (PLI) which contains 50Hz or 60Hz base frequency and several harmonics. Variety of fixed-frequency and adaptive notch filter structures are proposed for power line interference suppression. Because of frequency varying behavior of power line interference, fixed frequency filters suffer from the problem of low noise attenuation rate when the interference frequencies drift from their nominal values, and also signal amplitude and phase destruction around interference frequencies due to relatively high notching bandwidth. On the other hand adaptive filters are given high calculation costs. In this paper we propose a real-time, low calculation cost adaptive notch filter, using phase-locked loop (PLL). Experimental results show that in extremely noisy environments where input SNR is around − 20dB, average SNR enhancement of proposed method is approximately 40dB. This value is also as good as 35dB for −10dB input SNR.
机译:心电图(ECG)信号提取的挑战之一是附加电源线干扰(PLI),它包含50Hz或60Hz基本频率和几个谐波。提出了各种固定频率和自适应陷波滤波器结构来抑制电力线干扰。由于电力线干扰的频率变化行为,当干扰频率偏离其标称值时,固定频率滤波器存在噪声衰减率低的问题,并且由于相对较高的陷波带宽,干扰频率附近的信号幅度和相位破坏也受到困扰。另一方面,自适应滤波器的计算成本很高。在本文中,我们提出了一种使用锁相环(PLL)的实时,低计算成本的自适应陷波滤波器。实验结果表明,在输入SNR约为−20dB的极度嘈杂的环境中,所提方法的平均SNR增强约为40dB。对于-10dB输入SNR,该值也高达35dB。

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