优化的一阶s-to-z映射函数用于IIR滤波器设计

S. Mishra, D. Upadhyay, Maneesha Gupta
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引用次数: 4

摘要

双线性变换广泛应用于s平面和z平面映射的IIR滤波器设计中。这个变换给出了一个稳定的一阶s-to-z映射函数。但是,它存在频率翘曲的问题,使数字转换后的系统性能下降。在这项工作中,我们尝试使用粒子群优化(PSO)算法开发一个有效的一阶s到z映射。所提出的s-to-z映射函数比现有的双线性变换提供了更好的s-to-z平面的线性映射。因此,本文提出的映射函数在IIR滤波器设计中不易产生频率扭曲效应。为了验证所提出的s-to-z映射函数的真实性和优点,已经进行了一些数学模拟。
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Optimized First-order s-to-z Mapping Function for IIR Filter Designing
The Bilinear transform is widely used in IIR filter designing for the mapping of s and z planes. This transforms gives a stable first-order s-to-z mapping function. However, it suffers from frequency warping which deteriorates the digitally transformed system. In this work, an attempt has been made to develop an efficient first-order s-to-z mapping using PSO (particle swarm optimization) algorithm. The proposed s-to-z mapping function gives better linear mapping from s-to-z plane than the existing Bilinear transform. Therefore, proposed mapping function is less prone to frequency warping effect in IIR filter designing. Several mathematical simulations have been done to see the authenticity and merits of the proposed s-to-z mapping function.
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