降低复杂度和延迟的奈奎斯特滤波器辅助因子法

Zijian Zhou, Dongsheng Zheng, Lifeng Lin, B. Jiao
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引用次数: 0

摘要

奈奎斯特第一条件保证数据传输无码间干扰(ISI)。然而,使用任何有限脉冲响应(FIR)滤波器的实现都不能完全消除ISI,因为窗口的长度会截断傅里叶变换,从而阻止计算在频域中达到预期的近似。我们之前的工作介绍了一种辅助因子(AF)方法,该方法使用AF来补偿截断的傅里叶变换并在实践中消除ISI。在本文中,我们提出了一种分解方案,以进一步降低AF方法带来的计算复杂度和系统延迟。因此,利用一种有效的算法来计算AFs,数值结果证实了该方法的有效性。
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Auxiliary Factor Method for Nyquist Filters with Reduced Complexity and Delay
The Nyquist first condition promises data transmission without intersymbol interference (ISI). However, the implementation using any finite impulse response (FIR) filter cannot get rid of the ISI completely because the window's length truncates the Fourier transform, thus, preventing calculations from reaching the intended approximation in the frequency domain. Our previous work introduced an auxiliary factor (AF) method that uses the AFs to compensate the truncated Fourier transform and eliminates the ISI in practice. In this paper, we propose a decomposition solution to further reduce the computational complexity and system delay caused by the AF method. In consequence, an efficient algorithm is exploited to calculate the AFs and numerical results confirm the effectiveness of the proposed solution.
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