Compressive Sensing in Electromagnetics - A Review

Abstract : Several problems arising in electromagnetics can be directly formulated or suitably recast for an effective solution within the compressive sensing (CS) framework. This has motivated a great interest in developing and applying CS methodologies to several conventional and innovative electromagnetic scenarios. This work is aimed at presenting, to the best of the authors' knowledge, a review of the state-of-the-art and most recent advances of CS formulations and related methods as applied to electromagnetics. Toward this end, a wide set of applicative scenarios comprising the diagnosis and synthesis of antenna arrays, the estimation of directions of arrival, and the solution of inverse scattering and radar imaging problems are reviewed. Current challenges and trends in the application of CS to the solution of traditional and new electromagnetic problems are also discussed.
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Submitted on : Tuesday, June 9, 2015 - 9:58:50 AM
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Andrea Massa, Giacomo Oliveri, Paolo Rocca. Compressive Sensing in Electromagnetics - A Review. IEEE Antennas and Propagation Magazine, Institute of Electrical and Electronics Engineers, 2015, 57 (1), pp.224 - 238. ⟨10.1109/MAP.2015.2397092⟩. ⟨hal-01161768⟩



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