一类过采样完全重构滤波器组的直接设计框架

T. Tanaka, D. P. Mandic
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引用次数: 2

摘要

提出了一种设计过采样完全重构滤波器组的新框架,其中所有分析和合成滤波器的长度都是下采样因子的两倍。结果表明,给定一组分析滤波器,只需要简单的矩阵运算,就可以得到相应的合成滤波器,并得到完美的重构结果。在该方法中,不需要使用任何迭代优化技术来获得合成滤波器。该分析仅基于线性向量空间中的观测结果进行。给出了一些设计实例,并指出了一些有待解决的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A direct design framework for a class of oversampled perfect reconstruction filter banks
A novel framework for the design of oversampled perfect reconstruction filter banks in which all analysis and synthesis filters have the length of twice the downsampling factor is presented. It is shown that given a set of analysis filters, using only simple matrix operations, we can obtain the corresponding synthesis filters which yield perfect reconstruction. In the proposed approach, it is not necessary to employ any iterative optimization technique in order to obtain the synthesis filters. The analysis is performed based solely on observations in a linear vector space. Some design examples are provided and open problems are stated.
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