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Frame-theoretic analysis of oversampled filter banks

机译:过采样滤波器组的框架理论分析

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We provide a frame-theoretic analysis of oversampled finite impulse response (FIR) and infinite impulse response (FIR) uniform filter banks (FBs). Our analysis is based on a new relationship between the FBs polyphase matrices and the frame operator corresponding to an FB. For a given oversampled analysis FB, we present a parameterization of all synthesis FBs providing perfect reconstruction. We find necessary and sufficient conditions for an oversampled FB to provide a frame expansion. A new frame-theoretic procedure for the design of paraunitary FBs from given nonparaunitary FBs is formulated. We show that the frame bounds of an FB can be obtained by an eigen-analysis of the polyphase matrices. The relevance of the frame bounds as a characterization of important numerical properties of an FB is assessed by means of a stochastic sensitivity analysis. We consider special cases in which the calculation of the frame bounds and synthesis filters is simplified. Finally, simulation results are presented.
机译:我们提供了对过采样的有限冲激响应(FIR)和无限冲激响应(FIR)均匀滤波器组(FBs)的框架理论分析。我们的分析是基于FBs多相矩阵与对应于FB的帧算子之间的新关系。对于给定的过采样分析FB,我们提供了所有合成FB的参数化,可提供完美的重构。我们发现过采样FB提供帧扩展的必要条件和充分条件。提出了一种新的框架理论程序,用于从给定的非超单位FB设计超单位FB。我们表明,可以通过多相矩阵的特征分析来获得FB的帧边界。通过随机敏感性分析评估了框架边界作为FB重要数值特性的表征的相关性。我们考虑特殊情况,其中简化了帧边界和合成滤波器的计算。最后,给出了仿真结果。

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