论文标题
平方公里阵列(SKA)的合成观测 - 向端到端管道发展
Synthetic Observations with the Square Kilometre Array (SKA) -- development towards an end-to-end pipeline
论文作者
论文摘要
从宇宙黎明中检测中性氢的红移21厘米信号和电离时代是现代观察宇宙学的最终边界之一。固有的信号使其容易受到天体物理前景和仪器系统学等多种来源的污染。然而,最近在统计和通过层析成像上,近来实现的发展将与即将到来的平方公里阵列(SKA)相结合,从而使信号检测成为可能。这篇综述描述了一条本地开发的端到端管道,该管道模拟了敏感的干涉测量值。它主要关注干涉仪中\ HI检测的要求。在目前的形式中,它可以模仿逼真的点源前景和系统学 - 校准误差和位置误差对21厘米观测值的影响。对于0.01 \%校准误差和位置误差的测试用例,证明了管道的性能。它的性能在望远镜,前景和信号模型之间是一致的。在初始阶段,模拟管道的重点是EOR科学。但是,由于这是一个一般的干涉模拟管道,因此无论科学目标如何,它都会有助于整个SKA用户社区。
Detection of the redshifted 21-cm signal of neutral hydrogen from the Cosmic Dawn and the Epoch of Reionization is one of the final frontiers of modern observational cosmology. The inherently faint signal makes it susceptible to contamination by several sources like astrophysical foregrounds and instrumental systematics. Nevertheless, developments achieved in the recent times will combine to make signal detection possible with the upcoming Square Kilometer Array (SKA), both statistically and via tomography. This review describes an indigenously developed end-to-end pipeline that simulates sensitive interferometric observations. It mainly focuses on the requirements for \hi detection in interferometers. In its present form, it can mimic the effects of realistic point source foregrounds and systematics- calibration error and position error on 21-cm observations. The performance of the pipeline is demonstrated for test cases with 0.01\% calibration error and position error. Its performance is consistent across telescope, foreground, and signal models. The focus of the simulation pipeline during the initial stages was for EoR science. But since this is a general interferometric simulation pipeline, it will be helpful to the entire SKA user community, irrespective of the science goals.