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Elegant and Practical Method of Fir Decimation Using Comb Filters in the Field of Digital Signal Processing

机译:在数字信号处理领域中使用梳状滤波器进行杉木抽取的优雅实用方法

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摘要

This paper deals with the technology of using comb filters for FIR Decimation in Digital Signal Processing. The process of decreasing the sampling frequency of a sampled signal is called decimation. In the usage of decimating filters, only a portion of the out-of-pass band frequencies turns into the pass band, in systems wherein different parts operate at different sample rates. A filter design, tuned to the aliasing frequencies all of which can otherwise steal into the pass band, not only provides multiple stop bands but also exhibits computational efficiency and performance superiority over the single stop band design. These filters are referred to as multiband designs in the family of FIR filters. The other two special versions of FIR filter designs are Halfband and Comb filter designs, both of which are particularly useful for reducing the computational requirements in multirate designs. The proposed method of using Comb FIR decimation procedure is not only efficient but also opens up a new vista of simplicity and elegancy to compute Multiplications per Second (MPS) and Additions per Second (APS) for the desired filter over and above the half band designs.
机译:本文讨论了在数字信号处理中使用梳状滤波器进行FIR抽取的技术。降低采样信号的采样频率的过程称为抽取。在使用抽取滤波器的情况下,在不同部分以不同采样率工作的系统中,只有一部分带外频率变为通带。调谐到混叠频率的滤波器设计,否则所有这些滤波器都可能进入通带,不仅提供多个阻带,而且比单阻带设计具有更高的计算效率和性能优势。这些滤波器在FIR滤波器系列中称为多频带设计。 FIR滤波器设计的另外两个特殊版本是Halfband和Comb滤波器设计,这两者对于减少多速率设计中的计算要求特别有用。所提出的使用梳状FIR抽取程序的方法不仅高效,而且还开辟了一种新的简便性和优雅性,可以计算除半带设计以外的所需滤波器的每秒乘法(MPS)和每秒加法(APS)。 。

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