首页> 外文会议>Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference >Optimal design method of 2-D IIR digital filters based on a simple genetic algorithm
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Optimal design method of 2-D IIR digital filters based on a simple genetic algorithm

机译:基于简单遗传算法的二维IIR数字滤波器的优化设计方法

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The paper proposes an optimal design method of separable-denominator (SD) two-dimensional digital filters (2DDFs) based on a simple genetic algorithm (SGA) for frequency-domain specifications. Parameters of the transfer function of a SD-2DDF are encoded to bit strings in order to apply a SGA to the design. Stability of a 2DDF is easily checked because of the separability of the denominator of the transfer function. The proposed method has flexibility for change of specifications of 2DDFs, and enables one to use arbitrary error functions. The usefulness of the proposed method is demonstrated by design examples.
机译:提出了一种基于简单遗传算法(SGA)的频域规范可分母(SD)二维数字滤波器(2DDFs)的优化设计方法。 SD-2DDF传递函数的参数被编码为位串,以便将SGA应用于设计。由于传递函数的分母具有可分性,因此很容易检查2DDF的稳定性。所提出的方法对于改变2DDF的规格具有灵活性,并且使人们能够使用任意误差函数。设计实例证明了该方法的有效性。

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