The moving lens effect: analytical modelling and foreground suppression
astro-ph.CO
Submitted: 2026-09-03
Updated: 2026-09-03
Comments: 35 pages, 5 figures, submitted to JCAP
License: http://creativecommons.org/licenses/by/4.0/
The gist: The moving lens (ML) effect is a secondary anisotropy of the cosmic microwave background (CMB) generated by the transverse motion of gravitational potentials, providing a direct probe of the
Terminology
Abstract
The moving lens (ML) effect is a secondary anisotropy of the cosmic microwave background (CMB) generated by the transverse motion of gravitational potentials, providing a direct probe of the large-scale cosmic velocity field. Its detection relies on cross-correlating a CMB map with the transverse galaxy momentum field, constructed from the galaxy overdensity and a velocity field reconstructed from it. Restricting the reconstruction to large-scale modes strongly suppresses contamination from small-scale astrophysical foregrounds while preserving the ML signal. In this work, we develop a theoretical framework for the ML estimator and its foreground contamination. We show that the signal and foregrounds have a distinct dependence on the direction of the long-wavelength mode represented by the reconstructed galaxy velocity. In the squeezed limit enforced by the velocity reconstruction filter, the bispectrum sourcing the foreground correlation becomes independent of this direction, causing its leading contribution to vanish after angular averaging. In turn, the ML signal survives by matching this directional dependence, with its amplitude reduced only by the filtered velocity variance. Using the halo model, we derive the leading corrections beyond the squeezed limit and show that the residual contamination remains parametrically suppressed. Finally, we model the cross-correlation exactly in the curved sky, and show that it is sourced solely by the longitudinal component of the galaxy momentum field, in the form of a spin-1 E-mode, with all other contributions either strongly suppressed on small scales or exactly zero.
Sources
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- First detection of the moving lens effect with ACT and DESI LS
- Transverse Velocities with the Moving Lens Effect
- Cosmology with the moving lens effect
- Optimal filters for the moving lens effect
- The Moving Lens Effect: Simulations, Forecasts and Foreground Mitigation
- Pairwise Transverse Velocity Measurement with the Rees-Sciama Effect
- Transverse velocities and matter gradient correlations: a new signal and a new challenge to moving-lens analyses
- On the Detectability of the Moving Lens Signal in CMB Experiments
- Deconstructing the kinetic SZ Power Spectrum
- The Kinetic Sunyaev-Zel'dovich effect as a probe of the physics of cosmic reionization: the effect of self-regulated reionization
- Projected-Field Kinetic Sunyaev-Zel'dovich Cross-Correlations: Halo Model and Forecasts
- A Model for the Squeezed Bispectrum in the Non-Linear Regime
- Improved Modeling of the Kinematic Sunyaev-Zel'dovich Projected-Fields signal and its Cosmological Dependence
- Detailed theoretical modelling of the kinetic Sunyaev-Zel'dovich stacking power spectrum
- The Impact of Nonlinear Structure Formation on the Power Spectrum of Transverse Momentum Fluctuations and the Kinetic Sunyaev-Zel'dovich Effect
- The history of star formation from the cosmic infrared background anisotropies
- The angle-averaged squeezed limit of nonlinear matter N-point functions
- The halo squeezed-limit bispectrum with primordial non-Gaussianity: a power spectrum response approach
- Responses in Large-Scale Structure
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