巴特沃斯滤波器设计采用导引头优化算法

K. B. Maji, U. S. Sree, R. Kar, D. Mandal, S. Ghoshal
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引用次数: 5

摘要

本文采用导引头优化算法(SOA)实现了四阶巴特沃斯模拟有源低通滤波器。在模拟有源低通滤波器的设计中,无源元件即电容和电阻的取值是最重要的。采用进化优化技术对四阶巴特沃斯有源低通滤波器的电容和电阻值进行选择。该算法通过评价位置变化的响应来确定搜索方向,采用经验梯度法确定步长,采用简单模糊规则进行不确定性推理。滤波器的电路元件值的选择方式使其与工业系列E12兼容。仿真结果表明,SOA在最小化设计电路中存在的误差方面优于所报道的工作。
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Butterworth filter design using seeker optimization algorithm
In this work, fourth order Butterworth analog active low pass filter is reported by employing Seeker Optimization Algorithm (SOA). The passive elements i.e. capacitors and resistors values are most important for the design of analog active low pass filter. Evolutionary optimization technique is used to select the values of capacitors and resistors for the design of fourth order Butterworth active low pass filter. In this algorithm, the search direction is based on empirical gradient by evaluating the response to the position changes and the step length is based on uncertainty reasoning by using a simple fuzzy rule. The circuit component values of the filter are chosen in such a way so that they become compatible with the industrial series E12. The simulation results prove that SOA is superior for the minimization of error existing in the designed circuit with respect to the reported works.
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