CMB power spectrum estimation using noncircular beams
arXiv:astro-ph/0405406 · doi:10.1103/PhysRevD.70.103002
Abstract
The measurements of the angular power spectrum of the Cosmic Microwave Background (CMB) anisotropy has proved crucial to the emergence of cosmology as a precision science in recent years. In this remarkable data rich period, the limitations to precision now arise from the the inability to account for finer systematic effects in data analysis. The non-circularity of the experimental beam has become progressively important as CMB experiments strive to attain higher angular resolution and sensitivity. We present an analytic framework for studying the leading order effects of a non-circular beam on the CMB power spectrum estimation. We consider a non-circular beam of fixed shape but variable orientation. We compute the bias in the pseudo- power spectrum estimator and then construct an unbiased estimator using the bias matrix. The covariance matrix of the unbiased estimator is computed for smooth, non-circular beams. Quantitative results are shown for CMB maps made by a \emph{hypothetical} experiment with a non-circular beam comparable to our fits to the WMAP beam maps described in the appendix and uses a \emph{toy} scan strategy. We find that significant effects on CMB power spectrum can arise due to non-circular beam on multipoles comparable to, and beyond, the inverse average beam-width where the pseudo- approach may be the method of choice due to computational limitations of analyzing the large datasets from current and near future CMB experiments.
23 pages, 12 eps figures, uses RevTeX 4. Matches version accepted to Phys. Rev. D. Corrected minor typographical error in the final expression [eqn (3.23)] (post publication)
References in corpus (41)
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Preliminary Maps and Basic Results
- A Flat Universe from High-Resolution Maps of the Cosmic Microwave Background Radiation
- MAXIMA-1: A Measurement of the Cosmic Microwave Background Anisotropy on angular scales of 10 arcminutes to 5 degrees
- Wilkinson Microwave Anisotropy Probe (WMAP) First Year Observations: TE Polarization
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Angular Power Spectrum
- Cosmic Microwave Background Anisotropies
- MASTER of the CMB Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex CMB Data Sets
- Detection of Polarization in the Cosmic Microwave Background using DASI
- Determination of Inflationary Observables by Cosmic Microwave Background Anisotropy Experiments
- Estimating the Power Spectrum of the Cosmic Microwave Background
- A Measurement of the Angular Power Spectrum of the CMB from l = 100 to 400
- How to measure CMB power spectra without losing information
- A High Spatial Resolution Analysis of the MAXIMA-1 Cosmic Microwave Background Anisotropy Data
- High Resolution Observations of the CMB Power Spectrum with ACBAR
- The Anisotropy of the Microwave Background to l = 3500: Mosaic Observations with the Cosmic Background Imager
- Power Spectrum of Primordial Inhomogeneity Determined from the 4-Year COBE DMR Sky Maps
- Myths and Truths Concerning Estimation of Power Spectra
- Measuring Statistical isotropy of the CMB anisotropy
- The Cosmic Microwave Background Anisotropy Power Spectrum measured by Archeops
- The Pseudo- method: Cosmic microwave background anisotropy power spectrum statistics for high precision cosmology
- Cosmic microwave background anisotropy power spectrum statistics for high precision cosmology
- First Intrinsic Anisotropy Observations with the Cosmic Background Imager
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Beam Profiles and Window Functions
- An Efficient Technique to Determine the Power Spectrum from Cosmic Microwave Background Sky Maps
- On Determining the Spectrum of Primordial Inhomogeneity from the COBE DMR Sky Maps: II. Results of Two Year Data Analysis
- On Determining the Spectrum of Primordial Inhomogeneity from the COBE DMR Sky Maps: I. Method
- Fast Convolution on the Sphere
- A Measurement of the Angular Power Spectrum of the Microwave Background Made from the High Chilean Andes
- Asymmetric Beams in Cosmic Microwave Background Anisotropy Experiments
- Fast, exact CMB power spectrum estimation for a certain class of observational strategies
- Elliptical Beams in CMB Temperature and Polarization Anisotropy Experiments: An Analytic Approach
- Window Function for Non-Circular Beam CMB Anisotropy Experiment
- Cosmic microwave background snapshots: pre-WMAP and post-WMAP
- Power Spectrum Estimators For Large CMB Datasets
- Harmonic analysis of cosmic microwave background data I: ring reductions and point-source catalogue
- Harmonic analysis of cosmic microwave background data II: from ring-sets to the sky
- Fast Power Spectrum Estimation
- CMB Power Spectrum Estimation via Hierarchical Decomposition
- Galactic Foreground Constraints from the Python V Cosmic Microwave Background Anisotropy Data
- Cosmic Microwave Background Anisotropy Measurement From Python V
- Asymfast, a method for convolving maps with asymmetric main beams
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- Fast Pixel Space Convolution for CMB Surveys with Asymmetric Beams and Complex Scan Strategies: FEBeCoP
- A blind estimation of the power spectrum of CMB anisotropy from WMAP
- QuickPol: Fast calculation of effective beam matrices for CMB polarization
- Full-sky beam convolution for cosmic microwave background applications
- CMB power spectrum estimation with non-circular beam and incomplete sky coverage
- Orthogonal BipoSH measures : Scrutinizing sources of isotropy violation
- Leakage of power from dipole to higher multipoles due to non-symmetric WMAP beam
- Angular power spectra of anisotropic stochastic gravitational wave background: developing statistical methods and analyzing data from ground-based detectors
- Statistical isotropy violation in WMAP CMB maps resulting from non-circular beams
- Non-Circular beam correction to the CMB power spectrum
- Estimating SI violation in CMB due to non-circular beam and complex scan in minutes
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- Fast map-based simulations of systematics in CMB surveys including effects of the scanning strategy
- Asymmetry and non-random orientation of the inflight effective beam pattern in the WMAP Data