Compressive Sensing

Reconstruction of the quasar 3C 273 from VLA data using the MROP acquisition model and the uSARA imaging algorithm, compared to the classical model (no compression).

MROP: Modulated Rank-One Projections for compressive radio interferometric imaging

This paper proposes a new radio interferometric data dimensionality reduction scheme, coined Modulated Rank-One Projection, with validation on both simulated and real VLA data in comparison to classical and BDA models.