设计FIR滤波器的一个重要方法是降低复杂度

Pankaj Mourya, Hemant Kumar, Akshay Kumar, R. Chauhan
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引用次数: 0

摘要

有限长度脉冲响应(FIR)滤波器提供了几个良好的特性,如保证稳定性和精确的线性相位;然而,与无限长脉冲响应(IIR)滤波器相比,它们需要更高的滤波器阶数来满足给定的规格,特别是当过渡带相对较窄时。本文提出了一种改进平均最小二乘误差(MLSE)方法的FIR滤波器设计模型。与其他FIR滤波器设计方法相比,该模型显著降低了FIR滤波器的阶数。得到的FIR滤波器对滤波器系数长度的位变化不敏感,最大可达5位。在归一化频带的99.5%范围内,不仅幅度响应保持不变,群延迟响应也保持不变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A paramount approach to design FIR filters for reduced complexity
Finite-length impulse response (FIR) filters offer several good properties, like guaranteed stability and exact linear phase; however they require a higher filter order to fulfill a given specification as compared to Infinite-length impulse response (IIR) filters, especially when the transition band is relatively narrow. In this paper a model is proposed to design FIR filter by modifying the MLSE (Mean Least Square Error) method. This model brings significant reduction in the order of FIR filter as compared to other methods of FIR filter designing. This obtained FIR filter is insensitive to bit variation in filter coefficient length up to 5-bit. Not only the magnitude response, but also the Group delay response retains its shape for 99.5% of the normalized frequency band.
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