Measuring Planck beams with planets

TL;DR

This paper investigates how well the Planck satellite can determine its instrument beam shape using planet observations, employing simulations and various reconstruction techniques to assess impacts on CMB measurements and cosmological parameters.

Contribution

It develops and compares parametric and non-parametric methods for beam reconstruction from simulated planet data, evaluating their accuracy and implications for cosmological parameter estimation.

Findings

Single Jupiter transits can measure beam window functions to better than 0.3%.

Optical modeling significantly improves beam reconstruction quality.

Beam errors can impact the measurement of the spectral index n_s.

Abstract

Accurate measurement of the cosmic microwave background (CMB) anisotropy requires precise knowledge of the instrument beam. We explore how well the Planck beams will be determined from observations of planets, developing techniques that are also appropriate for other experiments. We simulate planet observations with a Planck-like scanning strategy, telescope beams, noise, and detector properties. Then we employ both parametric and non-parametric techniques, reconstructing beams directly from the time-ordered data. With a faithful parameterization of the beam shape, we can constrain certain detector properties, such as the time constants of the detectors, to high precision. Alternatively, we decompose the beam using an orthogonal basis. For both techniques, we characterize the errors in the beam reconstruction with Monte Carlo realizations. For a simplified scanning strategy, we study the impact on estimation of the CMB power spectrum. Finally, we explore the consequences for measuring cosmological parameters, focusing on the spectral index of primordial scalar perturbations, n_s. The quality of the power spectrum measurement will be significantly influenced by the optical modeling of the telescope. In our most conservative case, using no information about the optics except the measurement of planets, we find that a single transit of Jupiter across the focal plane will measure the beam window functions to better than 0.3% for the channels at 100-217 GHz that are the most sensitive to the CMB. Constraining the beam with optical modeling can lead to much higher quality reconstruction. Depending on the optical modeling, the beam errors may be a significant contribution to the measurement systematics for n_s.