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Adaptive fetal ECG signal extraction based on LabVIEW and C# implementation

机译:基于LabVIEW和C#实现的自适应胎儿心电信号提取

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This paper deals with the using of adaptive filters in the biological signal processing area. It focuses on the design and implementation of adaptive filters based on virtual instrumentation in the LabVIEW development environment from National Instruments. The experiments are devoted to certain adaptive algorithms (LMS, NLMS, RLS, QR-RLS), which are implemented in LabVIEW and C# programming language in the form of dynamically linked DLL libraries. The implemented algorithms are tested in extraction of fetal ECG signal from the abdominal ECG signal of mother. The algorithms are compared in their computation time and the improvement of signal-to-noise ratio (SNR) value.
机译:本文探讨了自适应滤波器在生物信号处理领域的应用。它着重于National Instruments在LabVIEW开发环境中基于虚拟仪器的自适应滤波器的设计和实现。实验致力于某些自适应算法(LMS,NLMS,RLS,QR-RLS),这些算法以动态链接的DLL库的形式在LabVIEW和C#编程语言中实现。在从母亲的腹部ECG信号中提取胎儿ECG信号的过程中测试了所执行的算法。比较了算法的计算时间和信噪比(SNR)值的提高。

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