English

Fast computation of angular power spectra and covariances of high-resolution cosmic microwave background maps using the Toeplitz approximation

Cosmology and Nongalactic Astrophysics 2021-01-04 v1

Abstract

We present a simple approximation that can speed up the computation of the mode-coupling matrices, which are usually the bottleneck for computing unbiased angular power spectra, as well as their associated covariance matrices, of the cosmic microwave background temperature and polarization anisotropies. The approximation results in the speed up of the MASTER algorithm by more than an order of magnitude with very little loss of precision. We demonstrate the performance on simulations of forthcoming cosmic microwave background surveys such as the Simons Observatory and CMB-S4 for a wide variety of survey window functions.

Keywords

Cite

@article{arxiv.2010.14344,
  title  = {Fast computation of angular power spectra and covariances of high-resolution cosmic microwave background maps using the Toeplitz approximation},
  author = {Thibaut Louis and Sigurd Naess and Xavier Garrido and Anthony Challinor},
  journal= {arXiv preprint arXiv:2010.14344},
  year   = {2021}
}

Comments

10 pages, 7 figures. The code used to produce all results of the paper is publicly available on Github