Effect of coefficient Quantization on the frequency response of an iir digital filter by using software

Alia A. Eletri, Esmail. S. EB.Salem, A. Zerek, Said A. Elgandus
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引用次数: 3

Abstract

In the realization of IIR filters in hardware or in software on general purpose computer, the accuracy with which filter, coefficients can be specified is limited by the word length of the computer or the length of the register provided to store the coefficients. In this paper, we discussed the effects of Finite word length on the performance of digital filters and how minimizing these effects. IIR filter can be realized in a direct form, a cascade form and in a parallel form. To minimize the effect of coefficient quantization, a higher-order transfer function should never be realized as a single direct form structure, but realized as a cascade or parallel of second-order and first-order sections. Using MATLAB package software programs are developed for Analysis of coefficient Quantization effects in IIR digital filter and good results are obtained.
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用软件研究了系数量化对iir数字滤波器频率响应的影响
在通用计算机上用硬件或软件实现IIR滤波器时,可以指定滤波器系数的精度受限于计算机的字长或用于存储系数的寄存器的长度。在本文中,我们讨论了有限字长对数字滤波器性能的影响,以及如何最小化这些影响。IIR滤波器可以实现直接形式、级联形式和并联形式。为了最小化系数量化的影响,高阶传递函数不应该作为单一的直接形式结构来实现,而应该作为二阶和一阶部分的级联或并行来实现。利用MATLAB编写了分析IIR数字滤波器中系数量化效果的软件包程序,取得了较好的效果。
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