首页> 外文学位 >Design of high throughput recursive and non-recursive digital filters in one and two dimensions with Canonic Signed Digit coefficients and sub-expression elimination using Genetic Algorithm.
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Design of high throughput recursive and non-recursive digital filters in one and two dimensions with Canonic Signed Digit coefficients and sub-expression elimination using Genetic Algorithm.

机译:一维和二维高通量递归和非递归数字滤波器的设计,采用规范符号数字系数并使用遗传算法消除子表达式。

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摘要

In this dissertation methods of obtaining high throughput rate digital filters are examined. The use of Canonic Signed Digit (CSD) filter coefficients is established and a new chromosome coding technique is developed to enable efficient design of non-recursive filters using a Genetic Algorithm.; The new genetic algorithm approach using the proposed new coding scheme is extended to efficiently handle recursive filters using a new unstable penalty factor to handle the instability constraints imposed by such filters. A technique is presented that allows these new methods to be applied to the design of high throughput 2-D filters.; The throughput rate of CSD coefficients digital filters is further increased by the use of common sub-expression elimination. A new graphical transformation is presented that allows for optimization of the elimination of CSD-coefficient common sub-expressions in both the vertical and horizontal dimensions.; The effectiveness of the proposed methods is demonstrated with example designs and comparisons to other methods.
机译:本文研究了获得高吞吐率的数字滤波器的方法。建立了规范符号数字(CSD)滤波器系数,并开发了一种新的染色体编码技术,可以使用遗传算法高效设计非递归滤波器。使用提出的新编码方案的新遗传算法方法被扩展为使用新的不稳定罚分因子来有效处理递归滤波器,以处理此类滤波器施加的不稳定性约束。提出了一种允许将这些新方法应用于高通量二维滤波器设计的技术。通过使用常见的子表达式消除,可以进一步提高CSD系数数字滤波器的吞吐率。提出了一种新的图形转换,可以优化消除垂直和水平维度上CSD系数的通用子表达式。通过示例设计和与其他方法的比较证明了所提出方法的有效性。

著录项

  • 作者

    Williams, Tom.;

  • 作者单位

    University of Windsor (Canada).;

  • 授予单位 University of Windsor (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 169 p.
  • 总页数 169
  • 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

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