增强原始b模检测:全面去噪管道,提高对r的灵敏度

IF 5.3 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS
Wen-Zheng Chen, Yang Liu, Siyu Li, Bin Hu and Hong Li
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引用次数: 0

摘要

认识到由大尺度结构引起的弱引力透镜b模污染的影响,我们研究了在原始b模探测实验中提高对张量-标量比r灵敏度的去光方法。本研究提出了一个现实的管道,以改善使用前景清理地图与可忽略的残差r约束。该管道基于模拟,可适应未来的实验。本文重点研究了两种去透镜方法:(1)从观测到的b模信号中减去梯度阶透镜b模模板,该模板由e模与透镜势卷积计算得到;(2)利用估计的反偏转角重新映射观测值。对于参数约束,我们采用三个模型来减少不确定性和偏差,发现模型之间一致的不确定性,尽管偏差会因去噪分数的多极依赖性而变化。我们使用未来CMB偏振实验的模拟观测图来演示该管道,其中包括当前具有代表性的地面小口径望远镜(低于1m),下一代地面大口径望远镜(6m)和极具竞争力的未来天基中口径望远镜(3m)。结果表明,单用小口径望远镜减光效率可达40%,与大口径望远镜联合减光效率可达65%,与卫星联合减光效率可达80%。这导致地面任务的不确定性降低46%,空间任务的不确定性降低63%。最有希望的方法是增加透镜模板b模式作为额外的频率通道,使r上的偏置最小化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing primordial B-mode detection: comprehensive delensing pipelines for improved sensitivity to r
Recognizing the impact of contamination from weak gravitational lensing B-modes induced by Large Scale Structure, we examine delensing methods to enhance sensitivity to the tensor-to-scalar ratio r in primordial B-mode detection experiments. This study presents a realistic pipeline to improve r constraints using foreground-cleaned maps with negligible residuals. The pipeline, based on simulations, is adaptable for future experiments. We focus on two delensing approaches: (1) subtracting the gradient-order lensing B-mode template, computed by convolving the E-mode with the lensing potential, from the observed B-mode signal; and (2) remapping observations using the estimated inverse deflection angle. For parameter constraints, we employ three models to reduce r uncertainty and bias, finding consistent uncertainties across models, though biases vary due to the multipole-dependence of the delensing fraction. We demonstrated this pipeline using simulated observation maps from future CMB polarization experiments, which included current representative ground-based small aperture telescopes (sub-1m), next-generation ground-based large aperture telescopes (6m), and highly competitive future space-based medium aperture missions (3m). Results show a delensing efficiency of 40% with the small-aperture telescope alone, increasing to 65% when combined with the large-aperture telescope, and 80% with the satellite mission. These lead to reductions in r uncertainty by 46% for ground-based and 63% for space missions. The most promising method adds the lensing template B-mode as an additional frequency channel, minimizing bias on r.
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来源期刊
Journal of Cosmology and Astroparticle Physics
Journal of Cosmology and Astroparticle Physics 地学天文-天文与天体物理
CiteScore
10.20
自引率
23.40%
发文量
632
审稿时长
1 months
期刊介绍: Journal of Cosmology and Astroparticle Physics (JCAP) encompasses theoretical, observational and experimental areas as well as computation and simulation. The journal covers the latest developments in the theory of all fundamental interactions and their cosmological implications (e.g. M-theory and cosmology, brane cosmology). JCAP''s coverage also includes topics such as formation, dynamics and clustering of galaxies, pre-galactic star formation, x-ray astronomy, radio astronomy, gravitational lensing, active galactic nuclei, intergalactic and interstellar matter.
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