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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逼近与实现

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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,使用进化算法对低通滤波器传递函数的分母系数进行了优化,以获得最小的近似误差并分别减小通带和阻带的失真。对于每种设计案例,优化了三个不同阶的传递函数。仿真结果表明,与传统方法相比,该算法使用的进化算法运算时间短,逼近误差小。还提供了用最有效的EA方法获得的滤波器传递函数的无源和有源电路实现,以展示所提出的方法用于电路实现的可行性。

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