首页> 外文会议>Industrial Electronics Society, 2004. IECON 2004. 30th Annual Conference of IEEE >Frequency domain multiplication-free adaptive filter with the MDFT in fast data transmission
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Frequency domain multiplication-free adaptive filter with the MDFT in fast data transmission

机译:快速数据传输中带有MDFT的频域无乘法自适应滤波器

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This paper proposes the frequency domain multiplication-free adaptive filter (FDMAF) using the modified discrete Fourier transform (MDFT) pair. The proposed FDMAF employs the MDFT and differential pulse code modulation (DPCM) in an input part and the reference input vectors are used in the update equation for the adaptive filter coefficients. The FDMAF structure can remove the intersymbol interference (ISI) in fast data transmission channel, and analyses their convergence characteristics. Also, the proposed FDAF can be simply controlled by adjusting the amplitude of the MDFTP (MDFT pair) output signals and can obtain an output signal with stable convergence characteristics and without accumulated error. The FDMAF algorithm is analyzed under conditions of zero-mean, wide-sense stationary and white Gaussian noise.
机译:本文提出了一种使用改进的离散傅里叶变换(MDFT)对的频域无乘自适应滤波器(FDMAF)。所提出的FDMAF在输入部分中采用了MDFT和差分脉冲编码调制(DPCM),并且参考输入矢量在更新方程中用于自适应滤波器系数。 FDMAF结构可以消除快速数据传输信道中的符号间干扰(ISI),并分析其收敛特性。而且,可以通过调节MDFTP(MDFT对)输出信号的幅度来简单地控制所提出的FDAF,并且可以获得具有稳定收敛特性且没有累积误差的输出信号。在零均值,广义平稳和高斯白噪声条件下分析了FDMAF算法。

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