初等函数近似使用优化的切比雪夫系数和截断乘法器的最有效位

M. Sadeghian, J. Stine
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引用次数: 2

摘要

本文提出了一种利用系数最有效位优化数和截断乘数计算初等函数的方法,用于设计线性和二次插值器。该方法通过对初始系数值进行优化,利用切比雪夫级数逼近使插补器输出的最大绝对误差最小。由此产生的设计可以用于32位以上(IEEE单精度)精度的任何近似函数,对表查找大小的要求较小。提出并分析了实现f (x) = 1/x的线性插值器和二次插值器的设计,尽管该方法可以扩展到其他函数。本文证明了与插值器的标准系数相比,具有高精度和较小查找表大小的最优系数值是最优的。
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Elementary function approximation using optimized most significant bits of Chebyshev coefficients and truncated multipliers
This paper presents a method for computing elementary function using optimized number of most significant bits of coefficients along with truncated multipliers for designing linear and quadratic interpolators. The method proposed optimizes the initial coefficient values, which leads to minimize the maximum absolute error of the interpolator output by using a Chebyshev series approximation. The resulting designs can be utilized for any approximation for functions up and beyond 32-bits (IEEE single precision) of precision with smaller requirements for table lookup sizes. Designs for linear and quadratic interpolators that implement f (x) = 1/x are presented and analyzed, although the method can be extended to other functions. This paper demonstrates that optimal coefficient values with high precision and smaller lookup table sizes can be optimally compared to standard coefficients for interpolators.
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