Compressive sensing (CS) is currently one the most active research field in information engineering and science. The CS features/properties (e.g., its flexibility, robustness, accuracy, and effectiveness) and the strong theoretical background have motivated a great interest in developing and applying CS to many domains including antenna arrays. Indeed, several problems arising in such a framework can be directly formulated or suitably recast for an effective solution within the CS environment. This work is aimed at presenting a review of the current and most recent advances of CS formulations for antenna arrays developed at the ELEDIA research center. Towards this end, a set of representative applicative scenarios are illustrated ranging from the diagnosis and synthesis of antenna arrays up to antenna array processing including the estimation of directions-of-arrival. Current challenges and trends in the application of CS to the solution of traditional and/or innovative antenna array problems are discussed, as well.
Compressive Sensing as Applied to Antenna Arrays: Synthesis, Diagnosis, and Processing / Massa, A.; Bertolli, M.; Gottardi, G.; Hannan, A.; Marcantonio, D.; Oliveri, G.; Polo, A.; Robol, F.; Rocca, P.; Viani, F.. - STAMPA. - (2018), pp. 1-5. (Intervento presentato al convegno Circuits and Systems (ISCAS), 2018 IEEE International Symposium on tenutosi a FIRENZE nel 27-30 May 2018) [10.1109/ISCAS.2018.8351796].
Compressive Sensing as Applied to Antenna Arrays: Synthesis, Diagnosis, and Processing
Massa, A.;Gottardi, G.;Hannan, A.;Marcantonio, D.;Oliveri, G.;Polo, A.;Robol, F.;Rocca, P.;Viani, F.
2018-01-01
Abstract
Compressive sensing (CS) is currently one the most active research field in information engineering and science. The CS features/properties (e.g., its flexibility, robustness, accuracy, and effectiveness) and the strong theoretical background have motivated a great interest in developing and applying CS to many domains including antenna arrays. Indeed, several problems arising in such a framework can be directly formulated or suitably recast for an effective solution within the CS environment. This work is aimed at presenting a review of the current and most recent advances of CS formulations for antenna arrays developed at the ELEDIA research center. Towards this end, a set of representative applicative scenarios are illustrated ranging from the diagnosis and synthesis of antenna arrays up to antenna array processing including the estimation of directions-of-arrival. Current challenges and trends in the application of CS to the solution of traditional and/or innovative antenna array problems are discussed, as well.File | Dimensione | Formato | |
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