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A lattice structure for support-adapted filter banks

机译:支持支撑的滤波器组的晶格结构

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In this paper, we consider the construction of time-varying, support-adapted, oversampled filter banks. In particular, we consider a general class of filter banks, which includes tight frames and orthogonal filter banks as special cases. We show that it is possible to construct a set of boundary filters, which allows the application of the filter bank to one-sided or finite-length signals, without extension of the signal beyond its boundaries. The proposed time varying filter bank retains the properties of the original filter bank, i.e., it implements a frame with the same bounds of the original frame. In the case of orthogonal filter banks, the proposed modified structure implements an orthogonal transform. The construction inherits the ease of implementation and the computational robustness of the lattice filter bank structure.
机译:在本文中,我们考虑构建时变的,适应支持的,过采样的滤波器组。特别地,我们考虑一类通用的滤波器组,其中包括紧框架和正交滤波器组作为特例。我们表明,有可能构造一组边界滤波器,该边界滤波器允许将滤波器组应用于单边或有限长度信号,而不会将信号扩展到其边界之外。所提出的时变滤波器组保留了原始滤波器组的特性,即,它实现了具有与原始帧相同边界的帧。在正交滤波器组的情况下,所提出的改进结构实现了正交变换。该构造继承了晶格滤波器组结构的易于实现和计算的鲁棒性。

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