新的优化IIR低通微分器

Amir Tahmasbi, S. B. Shokouhi
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引用次数: 9

摘要

本文提出了一种利用优化的低阶IIR滤波器逼近Parks-McClellan低通微分器的新方法。利用改进的Al-Alaoui方法设计了适合于Parks- McClellan低通微分器的IIR滤波器,然后利用遗传算法优化得到的传递函数的分母多项式系数。定义合适的适应度函数以优化幅值和相位响应;此外,针对不同的截止频率,给出了相应的加权系数和遗传算法参数。结果表明,所提出的4阶低通微分器产生的频率响应几乎等于30阶parks - mcclellan低通微分器。此外,它们具有陡峭的滚降特性、较小的幅度误差和几乎线性的通频带相位;震级响应的百分比误差小于0.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New Optimized IIR Low-Pass Differentiators
In this paper a novel approach is proposed for approximating Parks-McClellan low-pass differentiators using optimized low-order IIR filters. Indeed, a suitable IIR filter is designed for approximating Parks- McClellan Low pass differentiator using modified Al-Alaoui’s method, and then denominator polynomial coefficients of resulting transfer function optimized by Genetic algorithm. A suitable fitness function is defined to optimize both magnitude and phase responses; moreover, appropriate weighting coefficients and GA parameters are reported for several cut-off frequencies. It is shown that the order-4 proposed low-pass differentiators yield a frequency response which is almost equal to order-30Parks-McClellan low-pass differentiators. Furthermore, they yield steep roll-off properties, small magnitude error and almost linear phase in the pass-band; the percentage error of magnitude response is less than 0.5%.
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