散粒噪声随机场偏移集的周长

IF 2.1 1区 数学 Q1 STATISTICS & PROBABILITY Annals of Probability Pub Date : 2016-01-01 DOI:10.1214/14-AOP980
H. Biermé, A. Desolneux
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引用次数: 24

摘要

本文利用有界变分函数框架和共面积公式,给出了n≥1维的散粒噪声随机场偏移集周长期望的显式计算。这样我们就可以推导出当齐次泊松点过程的强度趋于无穷时这些平均周长的渐近行为。特别地,我们证明了两种情况:当散粒噪声的核函数没有跳跃部分时,我们有高斯渐近行为,而当有跳跃时,渐近行为是非高斯的。
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On the perimeter of excursion sets of shot noise random fields
In this paper, we use the framework of functions of bounded variation and the coarea formula to give an explicit computation for the expectation of the perimeter of excursion sets of shot noise random fields in dimension n≥1. This will then allow us to derive the asymptotic behavior of these mean perimeters as the intensity of the underlying homogeneous Poisson point process goes to infinity. In particular, we show that two cases occur: we have a Gaussian asymptotic behavior when the kernel function of the shot noise has no jump part, whereas the asymptotic is non-Gaussian when there are jumps.
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来源期刊
Annals of Probability
Annals of Probability 数学-统计学与概率论
CiteScore
4.60
自引率
8.70%
发文量
61
审稿时长
6-12 weeks
期刊介绍: The Annals of Probability publishes research papers in modern probability theory, its relations to other areas of mathematics, and its applications in the physical and biological sciences. Emphasis is on importance, interest, and originality – formal novelty and correctness are not sufficient for publication. The Annals will also publish authoritative review papers and surveys of areas in vigorous development.
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