Stochastic Optics: A Scattering Mitigation Framework for Radio Interferometric Imaging

TL;DR

Stochastic optics is a new framework for radio interferometric imaging that separates and mitigates scattering effects caused by the interstellar medium, improving image resolution especially for the Galactic Center black hole.

Contribution

It introduces a novel scattering mitigation method that reconstructs unscattered images by separating deterministic and stochastic scattering effects in VLBI data.

Findings

Effectively removes diffractive scattering blurring.

Reduces spurious features from refractive scattering.

Enhances imaging of Sagittarius A*.

Abstract

Just as turbulence in the Earth's atmosphere can severely limit the angular resolution of optical telescopes, turbulence in the ionized interstellar medium fundamentally limits the resolution of radio telescopes. We present a scattering mitigation framework for radio imaging with very long baseline interferometry (VLBI) that partially overcomes this limitation. Our framework, "stochastic optics," derives from a simplification of strong interstellar scattering to separate small-scale ("diffractive") effects from large-scale ("refractive") effects, thereby separating deterministic and random contributions to the scattering. Stochastic optics extends traditional synthesis imaging by simultaneously reconstructing an unscattered image and its refractive perturbations. Its advantages over direct imaging come from utilizing the many deterministic properties of the scattering -- such as the time-averaged "blurring," polarization independence, and the deterministic evolution in frequency and time -- while still accounting for the stochastic image distortions on large scales. These distortions are identified in the image reconstructions through regularization by their time-averaged power spectrum. Using synthetic data, we show that this framework effectively removes the blurring from diffractive scattering while reducing the spurious image features from refractive scattering. Stochastic optics can provide significant improvements over existing scattering mitigation strategies and is especially promising for imaging the Galactic Center supermassive black hole, Sagittarius A*, with the Global mm-VLBI Array and with the Event Horizon Telescope.