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arXiv 1210.6587astro-ph.COastro-ph.IM
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低亮度CMB分析与修复

Low-l CMB Analysis and Inpainting

J. -L. Starck, M. J. Fadili, A. Rassat

摘要:

由于前景排放物(例如Dust、Free-Free或Synchrotron)占主导地位,在银河平面中重建宇宙微波背景辐射极其困难。对于宇宙学研究,标准的方法包括掩盖重建不够好的区域。这导致CMB图的统计分析的困难,特别是在非常大的比例尺下(例如,低四极、ISW、邪恶轴心等)。我们在本文中调查如何以及一些修复技术可以恢复低$\ell$球谐系数。我们介绍了三种新的修复技术的基础上三种不同的先验:稀疏性,能量和各向同性,我们比较他们。我们发现,其中两个,稀疏性和能量先验,可以导致极高质量的重建,在1%的宇宙方差的Fsky大于80%的掩模。

英文摘要:

Reconstruction of the CMB in the Galactic plane is extremely difficult due to the dominant foreground emissions such as Dust, Free-Free or Synchrotron. For cosmological studies, the standard approach consists in masking this area where the reconstruction is not good enough. This leads to difficulties for the statistical analysis of the CMB map, especially at very large scales (to study for e.g., the low quadrupole, ISW, axis of evil, etc). We investigate in this paper how well some inpainting techniques can recover the low-$\ell$ spherical harmonic coefficients. We introduce three new inpainting techniques based on three different kinds of priors: sparsity, energy and isotropy, and we compare them. We show that two of them, sparsity and energy priors, can lead to extremely high quality reconstruction, within 1% of the cosmic variance for a mask with Fsky larger than 80%.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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