基于快速卷积的高可调多速率数字滤波器

M. Renfors, F. Harris
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引用次数: 33

摘要

FFT-IFFT配置,或者更一般地说是正逆正交变换对,提供了一种实现数字滤波器的方法,其频域特性可以通过调整频箱的复增益直接调谐。对变换对使用滤波器组(FBs),可以获得低通/带通/高通型滤波器设计的锐利过渡带。然而,FBs的实现复杂性相对较高。基于快速卷积的多速率FBs构成了一种替代方法,能够达到高光谱包容,同时具有高灵活性和概念简单性。在本文中,我们考虑了一种基于快速卷积的高度可调分析FB配置,并证明使用这种方法可以实现近乎完美重构的FB系统。此外,分析FB的通道滤波器很容易配置为不同的带宽,中心频率和输出采样率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Highly adjustable multirate digital filters based on fast convolution
FFT-IFFT configuration, or more generally a forward-inverse orthogonal transform pair, offers a way to implement a digital filter whose frequency-domain characteristics can be straightforwardly tuned by adjusting the complex gains of the frequency bins. Using filter banks (FBs) for the transform pair, sharp transition bands can be obtained for low-pass/bandpass/highpass type filter designs. However, FBs suffer from relatively high implementation complexity. Fast convolution based multirate FBs constitute and alternative approach which is able to reach high spectral containment together with high flexibility and conceptual simplicity. In this paper we consider a fast convolution based highly tunable analysis FB configuration and show that nearly perfect-reconstruction FB systems can be implemented using this approach. Further, the channel filters of the analysis FB are easily configurable for different bandwidths, center frequencies and output sampling rates.
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