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Structure of Delayless Subband Adaptive Filter Using Hadamard Transformation

机译:Hadamard变换的无延迟子带自适应滤波器的结构

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摘要

In this paper, we consider the selection of anal- ysis filters used in the delayless subband adaptive digital filter (SBADF) and propose to use simple analysis filters to reduce the computational complexity. The coefficients of filters are deter- mined using the components of the first order Hadamard matrix. Because coefficients of Hadamard matrix are either 1 or -1, we can analyze signals without multiplication. Moreover, the con- ditions for convergence of the proposed method is considered. It is shown by computer simulations that the proposed method can converge to the Wiener filter.
机译:在本文中,我们考虑了无延迟子带自适应数字滤波器(SBADF)中使用的分析滤波器的选择,并建议使用简单的分析滤波器来降低计算复杂度。使用一阶Hadamard矩阵的分量确定滤波器的系数。由于Hadamard矩阵的系数为1或-1,因此我们可以分析信号而无需相乘。此外,考虑了所提出方法收敛的条件。计算机仿真表明,该方法可以收敛到维纳滤波器。

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