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A novel low complexity multichannel Cosine Modulated Filter Bank using IFIR technique for Nearly Perfect Reconstruction

机译:使用IFIR技术的新型低复杂度多通道余弦调制滤波器组,用于近乎完美的重构

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This paper presents a design of low-complexity multichannel Nearly Perfect Reconstruction (NPR) Cosine Modulated Filter Bank (CMFB). CMFBs are used extensively because of the ease implementation and they have the advantage of high stopband attenuation. But this leads to certain limitations because it would require large number of filter coefficients and longer delays when the number of channels is more e.g. 32-band or 64-band CMFB. Large number of filter coefficients would imply that increased computational complexity. Here the prototype filter is designed using interpolated finite impulse response (IFIR) technique. The stretched factor is chosen in such a way so that computational cost will be reduced and minimizes the value of error parameters. The IFIR approach leads to reduction in stopband energy as well as Side-Lobe-Fall-off-Rate (SLFOR) in magnitude response of the prototype filter. One example has been included to illustrate the effectiveness of the proposed technique over the existing design methods. Here, an earlier approach to prototype filter design based on the Kaiser window is implemented using an IFIR approach. Savings in computational complexity and improvement in performance with respect to the previous works are shown.
机译:本文提出了一种低复杂度多通道近乎完美重构(NPR)余弦调制滤波器组(CMFB)的设计。 CMFB由于易于实现而被广泛使用,并且具有高阻带衰减的优势。但是,这导致了某些限制,因为当信道数例如更多时,将需要大量的滤波器系数和更长的延迟。 32波段或64波段CMFB。大量的滤波器系数将暗示增加的计算复杂性。在这里,原型滤波器是使用内插有限脉冲响应(IFIR)技术设计的。以这种方式选择拉伸因子,从而将减少计算成本并使误差参数的值最小化。 IFIR方法可降低原型滤波器幅度响应中的阻带能量以及旁瓣衰减率(SLFOR)。包括一个例子来说明所提出的技术相对于现有设计方法的有效性。在此,使用IFIR方法实现了基于Kaiser窗口的原型滤波器设计的早期方法。显示了相对于先前工作的计算复杂度的节省和性能的改善。

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