论文标题
使用双光谱相检测宇宙结构。 I.数学基础
Detection of Cosmic Structures using the Bispectrum Phase. I. Mathematical Foundations
论文作者
论文摘要
许多低频无线电干涉仪的目的是检测宇宙红移处的结构的非常微弱的光谱特征,尤其是使用其特征性21 cm光谱线的中性氢。由于将这些微弱的光谱波动与非常明亮的前景分离所需的非常高的动态范围,因此仪器或分析而不是热噪声的光谱系统正在限制它们的灵敏度。未能使用分数不准确$ \ lyssim 10^{ - 5} $实现光谱校准,将使关键宇宙信号的检测不太可能。干涉测量的双光谱相在很大程度上不受此校准问题的影响。我们提出了一个基础,以在小光谱波动的极限下探索双光相的性质。我们确定它们测量宇宙信号相对于前景的横向结构中的固有差异,表示为基础相角的旋转。它们的大小与相对于前景相对于宇宙信号的强度有关。使用一系列的天空模型,我们使用标准的傅立叶域技术详细介绍了双光谱相波动的行为,并发现它与现有方法相当,并且存在一些关键差异。与现有方法相比,模式混合的前景污染更为明显,因为双光谱相是三个单独的干涉阶段的产物。双光相波动中前景的乘数耦合导致前景特征与宇宙信号的杂音混合。我们简要概述了这种方法的变体,以避免广泛的模式混合。尽管有局限性,但通过前向模型,可以使用双光谱阶段对结果进行解释。重要的是,它是现有方法的独立且可行的替代方法。
Many low-frequency radio interferometers are aiming to detect very faint spectral signatures from structures at cosmological redshifts, particularly of neutral Hydrogen using its characteristic 21 cm spectral line. Due to the very high dynamic range needed to isolate these faint spectral fluctuations from the very bright foregrounds, spectral systematics from the instrument or the analysis, rather than thermal noise, are currently limiting their sensitivity. Failure to achieve a spectral calibration with fractional inaccuracy $\lesssim 10^{-5}$ will make the detection of the critical cosmic signal unlikely. The bispectrum phase from interferometric measurements is largely immune to this calibration issue. We present a basis to explore the nature of bispectrum phase in the limit of small spectral fluctuations. We establish that they measure the intrinsic dissimilarity in the transverse structure of the cosmic signal relative to the foregrounds, expressed as rotations in the underlying phase angle. Their magnitude is related to the strength of the cosmic signal relative to the foregrounds. Using a range of sky models, we detail the behavior of bispectrum phase fluctuations using standard Fourier-domain techniques and find it comparable to existing approaches, with a few key differences. Mode-mixed foreground contamination is more pronounced than in existing approaches because the bispectrum phase is a product of three individual interferometric phases. The multiplicative coupling of foregrounds in the bispectrum phase fluctuations results in the mixing of foreground signatures with that of the cosmic signal. We briefly outline a variation of this approach to avoid extensive mode-mixing. Despite its limitations, the interpretation of results using bispectrum phase is possible with forward-modeling. Importantly, it is an independent and a viable alternative to existing approaches.