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Time-varying wiener filtering based on short-time fourier transform

机译:基于短时傅立叶变换的时变维纳滤波

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The paper considers filtering noisy pulse signals using Wiener filtering technique applied in the Short Time Fourier Transform domain. It is assumed that there exists some a priori estimation of the signal spectrum within some time interval for each moment, such estimation may be available when the signal consists of some transients repeated in quasi-periodical manner, or when there exists some concurrent much less noisy process that can be used to estimate the momentary spectrum of the filtered signal. Efficiency of the proposed technique is demonstrated on filtering noisy magnetocardiographic signals based on concurrent electrocardiograms. Its superiority over stationary Wiener filtering is shown.
机译:本文考虑使用在短时傅立叶变换域中应用的维纳滤波技术对噪声脉冲信号进行滤波。假设对于每个时刻在某个时间间隔内对信号频谱进行了先验估计,当信号包含以准周期方式重复的一些瞬变组成时,或者当同时存在一些噪声较小时,这种估计可能可用可用于估计滤波信号瞬时频谱的过程。在基于并发心电图滤波嘈杂的心电图信号时证明了所提出技术的效率。显示了它比固定维纳滤波的优越性。

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