论文标题

在CMB极化的E-和B模式图上的外乳外点的表征

Characterization of Extragalactic Point-Sources on E- and B-mode Maps of the CMB Polarization

论文作者

Diego-Palazuelos, P., Vielva, P., Herranz, D.

论文摘要

尽管本身很有趣,但从宇宙微波背景(CMB)实验的角度来看,在微波范围内发出的乳外源源也被认为是污染物。由于CMB实验的分辨率有限,这些来源在CMB测量中似乎是未解决的点状对象。除其他问题外,已知点状的来源会阻碍镜头潜力的重建,并可能阻碍检测原始引力波背景的低值$ r $。因此,阿加拉术的点源检测和减法是实现下一代CMB实验设定的某些科学目标所必需的组件分离过程的基本组成部分。作为去除它们的前一个步骤,在这项工作中,我们基于可进入的小波提出了一个新的滤波器,该滤镜允许表征这些外层次源的发射。所提出的过滤器不是在Stokes $ Q $和$ U $参数的极化图中工作的通常方法,而是在E-和B模式极化图上运行。这样,它受益于较低的强度,即CMB和银河前景发射都存在于B模型中,以提高其性能。为了证明其潜力,我们已将过滤器应用于未来的Pico卫星的模拟,并且我们预测,对于30 GHz和155 GHz PICO的Fainter Galactic前景发射的区域,我们的过滤器将能够将源代表到分别为125 pk和14 pk的最小偏振强度。这些值采用$π= 0.02 $极化度,对应于169 MJY和288 MJY强度。

Although interesting in themselves, extragalactic sources emitting in the microwave range (mainly radio-loud active galactic nuclei and dusty galaxies) are also considered a contaminant from the point of view of Cosmic Microwave Background (CMB) experiments. These sources appear as unresolved point-like objects in CMB measurements because of the limited resolution of CMB experiments. Amongst other issues, point-like sources are known to obstruct the reconstruction of the lensing potential, and can hinder the detection of the Primordial Gravitational Wave Background for low values of $r$. Therefore, extragalactic point-source detection and subtraction is a fundamental part of the component separation process necessary to achieve some of the science goals set for the next generation of CMB experiments. As a previous step to their removal, in this work we present a new filter based on steerable wavelets that allows the characterization of the emission of these extragalactic sources. Instead of the usual approach of working in polarization maps of the Stokes' $Q$ and $U$ parameters, the proposed filter operates on E- and B-mode polarization maps. In this way, it benefits from the lower intensity that, both, the CMB, and the galactic foreground emission, present in B-modes to improve its performance. To demonstrate its potential, we have applied the filter to simulations of the future PICO satellite, and we predict that, for the regions of fainter galactic foreground emission in the 30 GHz and 155 GHz bands of PICO, our filter will be able to characterize sources down to a minimum polarization intensity of, respectively, 125 pK and 14 pK. Adopting a $Π=0.02$ polarization degree, these values correspond to 169 mJy and 288 mJy intensities.

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