4 September 2009 Compressed sensing for radio interferometry: spread spectrum imaging techniques
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Abstract
We consider the problem of reconstruction of astrophysical signals probed by radio interferometers with baselines bearing a non-negligible component in the pointing direction. The visibilities measured essentially identify with a noisy and incomplete Fourier coverage of the product of the planar signals with a linear chirp modulation. We analyze the related spread spectrum phenomenon and suggest its universality relative to the sparsity dictionary, in terms of the achievable quality of reconstruction through the Basis Pursuit problem. The present manuscript represents a summary of recent work.
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Y. Wiaux, G. Puy, Y. Boursier, and P. Vandergheynst "Compressed sensing for radio interferometry: spread spectrum imaging techniques", Proc. SPIE 7446, Wavelets XIII, 74460J (4 September 2009); doi: 10.1117/12.824713; https://doi.org/10.1117/12.824713
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