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Variable delay digital comb filter extraction of weak phase signals for SSVEP

机译:用于SSVEP的弱相位信号的可变延迟数字梳状滤波器提取

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This study presents denoising of phases signal by comb filter. Signal phase is widely used in biomedical and communications engineering, and has become increasingly important over the past few years. In particular, steady-state visual evoked potential (SSVEP) of electroencephalogram (EEG) and quadrature amplitude modulation (QAM) uses phase to distinguish channel and data. For signal processing, the filter is usually adopted. In this study, the usefulness of comb and bandpass filters in detecting the phase of a signal is compared by using simulated and real signals to verify phase signal denoising. Experimental data show that comb filters had a higher signal to noise ratio (SNR) of phase signal. However, even if a comb filter performs well, the delay time of a digital comb filter will be limited by the sampling rate. It is possible to solve this problem, but doing so is inconvenient within the context of real-time applications. Using a variable delay (VD) approached to fractional delay for digital comb filter, it is both simple and easy to use. (C) 2016 Elsevier Ltd. All rights reserved.
机译:这项研究提出了梳状滤波器对相位信号的去噪。信号相位已广泛应用于生物医学和通信工程,并且在过去几年中变得越来越重要。特别是,脑电图(EEG)和正交幅度调制(QAM)的稳态视觉诱发电位(SSVEP)使用相位来区分通道和数据。对于信号处理,通常采用滤波器。在这项研究中,通过使用模拟信号和真实信号来验证相位信号降噪,比较了梳状滤波器和带通滤波器在检测信号相位方面的有用性。实验数据表明,梳状滤波器具有较高的相位信号信噪比(SNR)。但是,即使梳状滤波器性能良好,数字梳状滤波器的延迟时间也会受到采样率的限制。可以解决此问题,但是在实时应用程序的上下文中这样做很不方便。使用可变延迟(VD)接近数字梳状滤波器的分数延迟,它既简单又易于使用。 (C)2016 Elsevier Ltd.保留所有权利。

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