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Causal stable matched IIR wavelets and perfect reconstruction filter banks

机译:因果稳定的匹配IIR小波和完善的重构滤波器组

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Abstract: Finite Impulse Response (FIR) filters have been the major players in the Wavelets and Multiresoltion Analysis field; mainly due to their ease of design and understandable nature, as well as their well behaved characteristics such as stability and linear phase response. However, it has been demonstrated that in a number of cases IIR filters are more appropriate. This paper describes a new solution for the wavelet conditions to derive stable IIR filters that are matched in a least squares sense to specified frequency responses. The derived solution treats independently the numerator and denominator in the rational transfer function. This solution can be applied to any IIR wavelet filter bank satisfying the orthogonality and perfect reconstruction conditions. Based on the proposed solutions, a new IIR wavelet filter bank with the low pass filter matched to a desired frequency response is developed. !13
机译:摘要:有限脉冲响应(FIR)滤波器一直是小波和多分辨分析领域的主要参与者。主要是由于它们易于设计和易于理解的性质,以及它们表现良好的特性(例如稳定性和线性相位响应)。但是,已经证明,在许多情况下,IIR滤波器更为合适。本文介绍了一种针对小波条件的新解决方案,以推导稳定的IIR滤波器,这些滤波器在最小二乘意义上与指定的频率响应相匹配。导出的解在有理传递函数中独立对待分子和分母。该解决方案可以应用于任何满足正交性和理想重构条件的IIR小波滤波器组。基于提出的解决方案,开发了一种新的IIR小波滤波器组,其低通滤波器与所需的频率响应相匹配。 !13

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