欧氏空间中各向同性随机场的级数表示与模拟

IF 0.4 Q4 STATISTICS & PROBABILITY
Z. Ma, C. Ma
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引用次数: 0

摘要

本文介绍了欧氏空间中齐次、各向同性和均方连续随机场的级数展开,它涉及贝塞尔函数和超球面多项式,但与谱表示不同的是,在每一级都有更多项的普通球面谐波。级数表示为各向同性(非高斯)随机场的模拟提供了一种简单有效的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Series representations and simulations of isotropic random fields in the Euclidean space
This paper introduces the series expansion for homogeneous, isotropic and mean square continuous random fields in the Euclidean space, which involves the Bessel function and the ultraspherical polynomial, but differs from the spectral representation in terms of the ordinary spherical harmonics that has more terms at each level.The series representation provides a simple and efficient approach for simulation of isotropic (non-Gaussian) random fields.
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
22
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