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Evolutionary algorithms based analog filter approximation and implementation

机译:基于进化算法的模拟滤波器近似和实现

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摘要

In this work, the denominator coefficients of a lowpass filter transfer function are optimized with evolutionary algorithms in order to obtain minimum approximation error and to reduce the distortion over the passband and stopband separately. For each design case, three different orders of transfer function are optimized. Simulation results show that evolutionary algorithms used in this work results in a short computation time with less approximation error than the conventional methods. Passive and active circuit realizations of filter transfer functions obtained with the most efficient EA method are also provided in order to show the feasibility of the proposed approach for circuit implementation.
机译:在这项工作中,低通滤波器传递函数的分母系数用进化算法进行了优化,以便获得最小近似误差并分别减小通带和停车的失真。对于每个设计案例,优化了三种不同的传输函数。仿真结果表明,该工作中使用的进化算法导致短的计算时间,而不是传统方法的近似值。还提供了利用最有效的EA方法获得的滤波器传递函数的被动和有源电路实现,以便显示所提出的电路实现方法的可行性。

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