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MAXIMUM LIKELIHOOD FOREGROUND CLEANING FOR COSMIC MICROWAVE BACKGROUND POLARIMETERS IN THE PRESENCE OF SYSTEMATIC EFFECTS

机译:存在系统效应的宇宙微波背景参数的最大似然前体清洁

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We extend a general maximum likelihood foreground estimation for cosmic microwave background (CMB) polarization data to include estimation of instrumental systematic effects. We focus on two particular effects: frequency band measurement uncertainty and instrumentally induced frequency dependent polarization rotation. We assess the bias induced on the estimation of the B-mode polarization signal by these two systematic effects in the presence of instrumental noise and uncertainties in the polarization and spectral index of Galactic dust. Degeneracies between uncertainties in the band and polarization angle calibration measurements and in the dust spectral index and polarization increase the uncertainty in the extracted CMB B-mode power, and may give rise to a biased estimate. We provide a quantitative assessment of the potential bias and increased uncertainty in an example experimental configuration. For example, we find that with 10% polarized dust, a tensor to scalar ratio of r?=?0.05, and the instrumental configuration of the E and B experiment balloon payload, the estimated CMB B-mode power spectrum is recovered without bias when the frequency band measurement has 5% uncertainty or less, and the polarization angle calibration has an uncertainty of up to 4°.
机译:我们扩展了宇宙微波背景(CMB)极化数据的一般最大似然前景估计,以包括对仪器系统效应的估计。我们关注两个特殊的影响:频带测量不确定性和仪器感应的频率相关的极化旋转。我们评估在仪器噪声的存在以及银河尘埃的极化和光谱指数的不确定性的影响下,由这两种系统效应对B模式极化信号的估计产生的偏差。频带和极化角校准测量的不确定性之间的退化以及粉尘光谱指数和极化的不确定性增加了提取的CMB B模式功率的不确定性,并且可能引起偏差估计。在示例实验配置中,我们提供了对潜在偏差和不确定性增加的定量评估。例如,我们发现在极化灰尘为10%,张量与标量比为r?=?0.05以及E和B实验气球有效载荷的仪器配置的情况下,估算的CMB B模式功率谱可以在没有偏差的情况下恢复。频带测量的不确定度为5%或更少,偏振角校准的不确定度最高为4°。

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