THE Question Once you have the calibration solution (direction, time, frequency dependent: beam, ionosphere, Faraday rotation, etc), how do you quickly recover the information on the sky state, in full polarisation?
- If the calibration solution is: - direction dependent - time and frequency independent THEN you can deal with DDE in the image plane - NOT POSSIBLE If the calibration solution is - direction, time and frequency dependent
The answers to the question Once you have the calibration solution (direction, time, frequency dependent: beam, ionosphere, Faraday rotation, etc), how do you quickly recover the information on the sky state, in full polarisation? - Facet based imager If facets are small enough you can deal with many effects G0
G1
G2
G3
G4
- AW Projection (S. Bhatnagar) - Multiplication in the image plane is a convolution in the Fourier plane
A-Projection
Bhatnagar 08
Convolution function (4*4)
Beam (4*4)
Convolution
W term (scalar)
2D FFT
This is an EXACT map from sky plane to the Visibilities in the UVW space!
Also UV Brick can do that in the future for computing fast predicts (talk by Iniyan)
A-Projection fully implemented for LOFAR
Cyril Tasse, Ger van Diepen, Joris van Zwieten, Bas van der Tol Sanjay Bhatnagar, Urvashi Rau, Kumar Golap
The dark side of A-Projection The inverse map is approximative! (based on pseudo-inverse)
Npix
Nvis
Npix
Nvis
= AHA
Npix
Npix See Urvashi Rau PhD thesis
The dark side of A-Projection The inverse map is approximative! (based on pseudo-inverse) Because UV UV coverage is not is continuous and infinite? and Because coverage not continuous
infinite? Npix
Is there any connection between this approximation and the “unitarity” of the various Jones Matrices in the ME? Nvis Npix
What kind of effect are weNvis introducing when we assume AHA is purely diagonal? H Npix
=A A
Is there a smart way not to make an Npix approximation in the gridding/imaging step? See Urvashi Rau PhD thesis
Convergence?
Visibilities
Grid the data
Approximative image Minor Cycle
Residual Visibilities
Exact degridding for substraction
Model image
Convergence? What are the parameters that affect Grid the data Approximative Visibilities image convergence speed? Minor Cycle
Which of the Mueller terms should be Model image Residual considered in the gridding step? Exact Visibilities degridding for substraction
How biased will the recovered fluxes of faint sources be, as those will be cleaned less?
Summary: Application of DDE in the imaging step - GitHub
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