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首页> 外文期刊>IEEE Transactions on Signal Processing >A new approach to the design of critically sampled M-channel uniform-band perfect-reconstruction linear-phase FIR filter banks
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A new approach to the design of critically sampled M-channel uniform-band perfect-reconstruction linear-phase FIR filter banks

机译:设计临界采样M通道均带完美重构线性相位FIR滤波器组的新方法

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摘要

A new approach is presented for the design of uniform-band M-channel perfect-reconstruction (PR) FIR filter banks employing linear-phase analysis and synthesis filters. The technique designs on the impulse responses of the analysis filters directly. The design problem is formulated as an optimization program. The filter bank's PR feature can either be implicitly enforced through a set of mathematical relationships among the analysis filters' coefficients or through a set of constraints in the optimization program. The former approach results in a filter bank whose PR feature's dependency on hardware and software is eliminated or, at least, minimized. The synthesis filters are then obtained by a set of relationships that describe each synthesis filter as a function of the analysis filters. The criterion for optimality is "least-squares," where the square of the difference between the ideal and actual frequency responses is integrated over the appropriate frequency bands for all M analysis filters and minimized.
机译:提出了一种采用线性相位分析和合成滤波器设计均匀带M通道完美重构(PR)FIR滤波器组的新方法。该技术直接根据分析滤波器的脉冲响应进行设计。设计问题被表述为优化程序。可以通过分析滤波器系数之间的一组数学关系或通过优化程序中的一组约束来隐式地强制执行滤波器组的PR功能。前一种方法产生了一个滤波器组,该滤波器组的PR功能对硬件和软件的依赖性得以消除或至少最小化。然后,通过一组关系来获得合成过滤器,这些关系将每个合成过滤器描述为分析过滤器的函数。最佳标准是“最小二乘法”,其中,理想频率响应和实际频率响应之间的差异的平方在所有M个分析滤波器的适当频带上进行积分并最小化。

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