采用遗传算法设计高速频响掩蔽滤波器

Ling Cen, Y. Lian
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引用次数: 3

摘要

本文提出了一种基于频率响应掩蔽技术的高速、无乘法器、任意带宽形状FIR滤波器的设计。FRM滤波器的结构已经被修改,通过用几个级联的短滤波器代替长带整形滤波器来提高吞吐量[Yong Lian, 2000]。采用遗传算法同时优化级联连接中的所有子滤波器。所有子滤波器的系数都量化为有符号的2次幂(SPoT)值,以消除滤波器实现中的乘法器。实例表明,每个级联短滤波器的系数字长都得到了显著的减小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High speed frequency response masking filter design using genetic algorithm
This paper presents the design of high-speed, multiplier free, arbitrary bandwidth shape FIR filters based on frequency response masking technique (FRM). The FRM filter structure has been modified to improve the throughput by replacing long bandedge shaping filter with several cascaded short filters [Yong Lian, 2000]. Genetic algorithm (GA) is introduced to simultaneously optimize all subfilters in a cascaded connection. The coefficients of all subfilters are quantized to signed power-of-two (SPoT) values to eliminate multipliers in the filter implementation. It is shown by example that the coefficient word length for each cascaded short filter has been reduced significantly.
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