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Published on: April 6, 2016
Foreground-Immune Cosmic Microwave Background Lensing with Shear-Only Reconstruction
Emmanuel Schaan1, Simone Ferraro1
1Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, California 94720, USA and Berkeley Center for Cosmological Physics, University of California, Berkeley, California 94720, USA.
New cosmic microwave background (CMB) lensing estimators reduce foreground contamination in temperature maps. This enables higher signal-to-noise ratios, improving cosmological measurements from CMB experiments.
Area of Science:
- Cosmology
- Astrophysics
- Data Analysis
Background:
- Cosmic Microwave Background (CMB) lensing is crucial for upcoming experiments like AdvACT, SPT-3G, and Simons Observatory.
- Temperature maps are vital for CMB lensing but suffer significant biases from foreground contamination.
- Existing methods like component separation and masking struggle to fully mitigate these foreground biases.
Purpose of the Study:
- To develop novel CMB lensing estimators that are robust against foreground contamination.
- To significantly reduce lensing biases in temperature maps, enhancing cosmological parameter estimation.
- To introduce new diagnostic tools for residual foregrounds in CMB lensing analysis.
Main Methods:
- Decomposing the standard CMB lensing quadratic estimator into optimal multipole estimators.
- Leveraging symmetry differences between lensed CMB and extragalactic foregrounds.
- Developing a novel method to compute primary, secondary, and trispectrum biases from simulations without noise.
Main Results:
- The new shear-only estimator demonstrates approximate immunity to extragalactic foregrounds, even in single-frequency maps.
- The shear estimator is insensitive to various foregrounds, including CIB, tSZ, kSZ, and radio point sources.
- The method allows inclusion of higher temperature multipoles, increasing the lensing signal-to-noise ratio beyond the standard quadratic estimator.
Conclusions:
- The developed multipole estimators offer a significant advancement in CMB lensing analysis, particularly for temperature-based measurements.
- The shear-only estimator provides a powerful tool to mitigate foreground biases, enabling more precise cosmological inference.
- Magnification-only and shear B-mode estimators serve as valuable diagnostics for assessing residual systematic errors.
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