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采样数据数值积分的频率响应与分辨能力

Frequency responses and resolving power of numerical integration of sampled data.

作者信息

Yaroslavsky L, Moreno A, Campos J

出版信息

Opt Express. 2005 Apr 18;13(8):2892-905. doi: 10.1364/opex.13.002892.

Abstract

Methods of numerical integration of sampled data are compared in terms of their frequency responses and resolving power. Compared, theoretically and by numerical experiments, are trapezoidal, Simpson, Simpson-3/8 methods, method based on cubic spline data interpolation and Discrete Fourier Transform (DFT) based method. Boundary effects associated with DFT- based and spline-based methods are investigated and an improved Discrete Cosine Transform based method is suggested and shown to be superior to all other methods both in terms of approximation to the ideal continuous integrator and of the level of the boundary effects.

摘要

从频率响应和分辨能力方面对采样数据的数值积分方法进行了比较。通过理论和数值实验,比较了梯形法、辛普森法、辛普森3/8法、基于三次样条数据插值的方法以及基于离散傅里叶变换(DFT)的方法。研究了基于DFT和样条的方法相关的边界效应,并提出了一种改进的基于离散余弦变换的方法,该方法在逼近理想连续积分器和边界效应水平方面均优于所有其他方法。

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