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Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering

机译:基线使用高效信号驾驶过滤消除ECG信号的基线漫游和电力干扰消除

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摘要

A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by inferior order filters. The applicability is demonstrated by using the MIT-BIH ECG database. The precision of the approach is also studied regarding the signal-to-noise ratio (SNR). Results showed that the proposed method achieves a 2.18-fold compression gain and notable computational efficiency over conventional counterpart while securing an analogous output SNR. A comparison of the designed solution is made with the contemporary empirical mode decomposition with Kalman filtering and eigenvalue decomposition based tactics. Results show that the suggested method performs better in terms of output SNR for the studied cases.
机译:提出了用于去除基线漂移的信号导向线性相位过滤策略和来自心电图(ECG)信号的电源线干扰。该系统能够通过遵循传入的信号变化来调整其参数。它通过劣质滤波器使较小样本的处理。通过使用MIT-BIH ECG数据库来证明适用性。还研究了方法的精度,关于信噪比(SNR)。结果表明,该方法通过传统的对应物实现了2.18倍的压缩增益和显着的计算效率,同时确保了类似的输出SNR。设计解决方案的比较是用与卡尔曼滤波和基于特征值分解的策略的当代经验模式分解进行。结果表明,该建议的方法在输出SNR方面表现更好。

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