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Multirate Repeating Method for Alias Free Subband Adaptive Filters

机译:无别名子带自适应滤波器的多速率重复方法

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摘要

In this paper, we propose the multirate repeat- ing method for alias free subband adaptive filters (AFSAFs) and consider its convergence property. It is shown that we can adjust the convergence speed and the final error of the adaptive filters by varying its two parameters according to the requirements of the applications where the method is applied. The proposed method has two parameters, namely, the number of channel and the number of repetition. We show that by increasing the num- ber for channels we can reduce the final error, and this property is preferred when the signal-to-noise ratio (SNR) is low.
机译:在本文中,我们提出了无别名子带自适应滤波器(AFSAF)的多速率重复方法,并考虑了其收敛性。结果表明,根据应用该方法的应用需求,可以通过改变自适应滤波器的两个参数来调整自适应滤波器的收敛速度和最终误差。所提出的方法具有两个参数,即信道数和重复数。我们表明,通过增加通道数可以减少最终误差,当信噪比(SNR)低时,首选此属性。

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