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Design and implementation of a multiband digital filter using FPGA to extract the ECG signal in the presence of different interference signals

机译:利用FPGA在存在不同干扰信号的情况下提取ECG信号的多频带数字滤波器的设计与实现

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摘要

In this paper, we propose a practical way to synthesize and filter an ECG signal in the presence of four types of interference signals: (1) those arising from power networks with a fundamental frequency of 50 Hz, (2) those arising from respiration, having a frequency range from 0.05 to 0.5 Hz, (3) muscle signals with a frequency of 25 Hz, and (4) white noise present within the ECG signal band. This was done by implementing a multiband digital filter (seven bands) of type FIR Multiband Least Squares using a digital programmable device (Cyclone II EP2C70F896C6 FPGA, Altera), which was placed on an education and development board (DE2-70, Terasic). This filter was designed using the VHDL language in the Quartus II 9.1 design environment The proposed method depends on Direct Digital Frequency Synthesizers (DDFS) designed to synthesize the ECG signal and various interference signals. So that the synthetic ECG specifications would be closer to actual ECG signals after filtering, we designed in a single multiband digital filter instead of using three separate digital filters LPF, HPF, BSF. Thus all interference signals were removed with a single digital filter. The multiband digital filter results were studied using a digital oscilloscope to characterize input and output signals in the presence of differing sinusoidal interference signals and white noise. (C) 2015 Elsevier Ltd. All rights reserved.
机译:在本文中,我们提出了一种在四种类型的干扰信号存在下合成和滤波ECG信号的实用方法:(1)来自基频为50 Hz的电网产生的干扰信号;(2)呼吸产生的干扰信号;频率范围从0.05到0.5 Hz,(3)频率为25 Hz的肌肉信号,以及(4)ECG信号带内存在白噪声。这是通过使用数字可编程器件(Cyclone II EP2C70F896C6 FPGA,Altera)实现FIR多频带最小二乘类型的多频带数字滤波器(七个频带)来完成的,该器件被放置在教育和开发板上(DE2-70,Terasic)。该滤波器是在Quartus II 9.1设计环境中使用VHDL语言设计的。所提出的方法取决于直接数字频率合成器(DDFS),其设计用于合成ECG信号和各种干扰信号。为了使合成的ECG规范在滤波后更接近实际的ECG信号,我们在单个多频带数字滤波器中进行了设计,而不是使用三个独立的数字滤波器LPF,HPF,BSF。因此,所有干扰信号都通过单个数字滤波器消除。使用数字示波器研究了多频带数字滤波器的结果,以在存在不同正弦波干扰信号和白噪声的情况下表征输入和输出信号。 (C)2015 Elsevier Ltd.保留所有权利。

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