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Investigation of roundoff noise in IIR digital filters using MATLAB.

机译:使用MATLAB研究IIR数字滤波器中的舍入噪声。

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摘要

As technology increases, more and more devices are becoming digital. The typical purpose of a digital filter is to detect unwanted signals and noise and remove them by filtering. The infinite impulse response (IIR) filter is also called a recursive filter because of the feedback necessary during implementation. A filter can be expressed as a cascade of second-order sections (SOS). For N sections, there are (N!) ways to pair the poles and zeros. There are also (N!) ways to order the resulting second-order sections, for a total of (N!)2 different filter configurations for implementation. In this thesis, for a 6th order filter with three second-order sections, there are (3!)2 or 36 different ordering and pairings.;Jackson's proposed a few rules for the pairing of the poles and zeros and the ordering of the second-order sections. These rules were investigated using MATLAB for Butterworth, Chebyshev, and elliptic filter type. Three cutoff frequencies were used to represent the low, mid, and high cutoff frequencies. The value of the low cutoff frequency is .2pi. The value of the mid cutoff frequency is .5pi. The value of the high cutoff frequency is .8pi. The filters were also implemented for both DF1 and DF2.;A broad new "rule" was not created but a few detailed "rules" were suggested depending on the filter type and direct-form implementation.
机译:随着技术的发展,越来越多的设备正在数字化。数字滤波器的典型目的是检测不需要的信号和噪声,并通过滤波将其去除。由于实施期间需要反馈,因此无限脉冲响应(IIR)滤波器也称为递归滤波器。滤波器可以表示为二阶节(SOS)的级联。对于N个部分,有(N!)种将极点和零点配对的方法。还有(N!)种方式对生成的二阶部分进行排序,总共(N!)2种不同的滤波器配置可用于实施。在本文中,对于具有三个二阶部分的六阶滤波器,有(3!)2或36种不同的排序和配对。;杰克逊(Jackson)提出了一些极点和零点的配对以及第二个排序的规则。顺序部分。使用MATLAB对Butterworth,Chebyshev和椭圆滤波器类型进行了研究。三个截止频率用于代表低,中和高截止频率。低截止频率的值为0.2pi。中间截止频率的值为0.5pi。高截止频率的值为0.8pi。还为DF1和DF2都实现了过滤器。没有创建一个广泛的新“规则”,但是根据过滤器类型和直接形式的实现建议了一些详细的“规则”。

著录项

  • 作者

    Williams, Sierra S.;

  • 作者单位

    Clemson University.;

  • 授予单位 Clemson University.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2009
  • 页码 86 p.
  • 总页数 86
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

  • 入库时间 2022-08-17 11:37:41

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