Closed-form approximation of Hilbert transforms of Gaussian derivatives based on weighted polynomial fitting

Goran Molnar, A. Milos, M. Vucic
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引用次数: 1

Abstract

Hilbert transforms of Gaussian derivatives are related to Dawson's integral. Since this integral cannot be expressed in a closed form, various methods for the approximation of the derivatives have been developed. A closed-form approximation can be obtained by using the weighted polynomial fitting in which Gaussian function is used as the weighting function. Such an approach results in explicit approximation formulas. In literature, they are available only for the derivatives of the second, third, and fourth order. Furthermore, they utilize only low-order polynomials. In this paper, we propose an approximation of the Hilbert transforms of the Gaussian derivatives of arbitrary orders, which utilize high-order polynomials. The coefficients of these polynomials are obtained by using the least-squares error criterion. Closed-form expressions are provided for their calculation.
基于加权多项式拟合的高斯导数Hilbert变换的闭型逼近
高斯导数的希尔伯特变换与道森积分有关。由于这个积分不能用封闭形式表示,所以人们发展了各种近似导数的方法。采用高斯函数作为加权函数的加权多项式拟合可以得到一个封闭的近似。这种方法可以得到显式的近似公式。在文献中,它们只适用于二阶、三阶和四阶导数。此外,它们只使用低阶多项式。本文利用高阶多项式,给出了任意阶高斯导数的希尔伯特变换的近似。利用最小二乘误差准则得到了这些多项式的系数。为其计算提供了封闭形式的表达式。
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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