基于改进差分进化算法的低功耗高性能FIR滤波器设计

K. S. Reddy, M. S. Bharath, S. K. Sahoo, S. Sinha, J. Reddy
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引用次数: 5

摘要

在数字滤波器中,最大功耗发生在乘法运算期间。因此,为了降低功耗,必须尽量减少乘法的次数。在不影响滤波器响应的情况下,滤波器系数中的2的有符号幂(SPT)项的数量必须达到最优最小化。采用改进的差分进化(MDE)算法生成数字FIR滤波器的优化系数。采用MDE和标准Remez (REM)交换法设计的滤光片在90nm工艺下进行了合成,并对其性能进行了比较。与REM相比,MDE的临界延迟、面积和功率分别提高了6%、12%和16%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Low Power, High Performance FIR Filter Using Modified Differential Evolution Algorithm
In digital filters, maximum power consumption occurs during multiplication operations. Hence, to reduce power consumption, the number of multiplications has to be minimized. The number of Signed-Power-of-Two (SPT) terms in the filter coefficients has to be optimally minimized, without compromising on the filter response. A modified Differential Evolution (MDE) algorithm has been used to generate optimized coefficients for digital FIR filters. The filters designed using MDE and the standard Remez (REM) Exchange method are synthesized in 90nm technology and their performances are compared. The critical delay, area and power of MDE implementation are found to improve by 6%, 12% and 16%respectively with respect to REM.
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