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ECG baseline wander and powerline interference reduction using nonlinear filter bank

机译:使用非线性滤波器组降低ECG基线漂移和电力线干扰

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Methods of noise reduction have decisive influence on performance of all electrocardiographic (ECG) signal processing systems. This work deals with problems of baseline wander and powerline interference reduction. It is impossible to reduce effectively these disturbances without signal distortion using a linear filtering approach. Another disadvantage of the linear filters is their long impulse response. This leads to inadmissibly large delay in ECG signal analysis in monitoring and exercise electrocardiography. This work presents a new class of nonlinear filters without these disadvantages. Additionally, using a bank of these filters, powerline interference reduction is possible. Performance of the new method is experimentally compared with the traditional methods of baseline wander reduction using synthetic as well as the signals from the CTS-ECG database. (c) 2004 Elsevier B.V. All rights reserved.
机译:降噪方法对所有心电图(ECG)信号处理系统的性能都有决定性的影响。这项工作解决了基线漂移和降低电力线干扰的问题。使用线性滤波方法不可能在没有信号失真的情况下有效减少这些干扰。线性滤波器的另一个缺点是其长脉冲响应。这会导致在监测和运动心电图检查中进行ECG信号分析时出现不可允许的大延迟。这项工作提出了一种没有这些缺点的新型非线性滤波器。另外,使用这些滤波器组,可以减少电力线干扰。通过实验将新方法的性能与使用合成方法以及CTS-ECG数据库中的信号的传统基线漂移减少方法进行了比较。 (c)2004 Elsevier B.V.保留所有权利。

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