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Proceedings Paper

Compressed sensing for radio interferometry: spread spectrum imaging techniques
Author(s): Y. Wiaux; G. Puy; Y. Boursier; P. Vandergheynst
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Paper 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.

Paper Details

Date Published: 4 September 2009
PDF: 6 pages
Proc. SPIE 7446, Wavelets XIII, 74460J (4 September 2009); doi: 10.1117/12.824713
Show Author Affiliations
Y. Wiaux, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
Univ. catholique de Louvain (Belgium)
G. Puy, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
Y. Boursier, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
P. Vandergheynst, Ecole Polytechnique Fédérale de Lausanne (Switzerland)

Published in SPIE Proceedings Vol. 7446:
Wavelets XIII
Vivek K. Goyal; Manos Papadakis; Dimitri Van De Ville, Editor(s)

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