Low error bit width reduction for structural adders of FIR filters

M. Faust, Chip-Hong Chang
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引用次数: 7

Abstract

The optimization of fixed coefficient FIR filter implementation has been focused mainly on the multiplier block where full precision fixed point arithmetic is normally used. Recently, an optimization method was proposed for the structural adders in FIR filters. This paper further proposes a method for gradually reducing the number of fractional bits within the structural adder block such that the output has the same number of fractional bits as the input signal. The resulting output signal is very close to the rounded signal obtained from full-precision calculation. This is achieved by applying truncation and round-half-up operations on the inputs to the structural adders. The proposed method reduces the area of FIR filter implementation and the magnitude of the error is not larger than one LSB. Example filters were synthesized and the simulation results show an error mean of less than 0.25% of the LSB and a variance of less than 15% of the LSB. Overall, the areas of the example filters have been reduced by up to 12.42%.
FIR滤波器结构加法器的低误差位宽减小
固定系数FIR滤波器实现的优化主要集中在乘法器块上,而乘法器块通常采用全精度定点算法。最近,针对FIR滤波器中的结构加法器提出了一种优化方法。本文进一步提出了一种逐步减少结构加法器块内小数位数的方法,使输出信号具有与输入信号相同的小数位数。得到的输出信号与全精度计算得到的四舍五入信号非常接近。这是通过对结构加法器的输入应用截断和四舍五入运算来实现的。该方法减小了FIR滤波器实现的面积,误差幅度不大于一个LSB。仿真结果表明,该滤波器的误差均值小于LSB的0.25%,方差小于LSB的15%。总的来说,示例过滤器的面积减少了12.42%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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