A Novel CS-TSVD Strategy to Perform Data Reduction in Linear Inverse Scattering Problems (Articolo in rivista)

Type
Label
  • A Novel CS-TSVD Strategy to Perform Data Reduction in Linear Inverse Scattering Problems (Articolo in rivista) (literal)
Anno
  • 2012-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1109/LGRS.2012.2185679 (literal)
Alternative label
  • Solimene R 1; Ahmad F 2; Soldovieri F 3 (2012)
    A Novel CS-TSVD Strategy to Perform Data Reduction in Linear Inverse Scattering Problems
    in IEEE geoscience and remote sensing letters (Print)
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Solimene R 1; Ahmad F 2; Soldovieri F 3 (literal)
Pagina inizio
  • 881 (literal)
Pagina fine
  • 885 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 9 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
  • 5 (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • 1. Seconda Univ Napoli, Dipartimento Ingn Informaz, I-81031 Aversa, Italy; 2. Villanova Univ, Ctr Adv Commun, Radar Imaging Lab, Villanova, PA 19085 USA; 3. Italian Natl Res Council, Inst Electromagnet Sensing Environm, I-80125 Naples, Italy (literal)
Titolo
  • A Novel CS-TSVD Strategy to Perform Data Reduction in Linear Inverse Scattering Problems (literal)
Abstract
  • High-resolution radar imaging systems employ wideband signals and large array apertures, resulting in the generation of large amounts of data. This renders both data acquisition and processing challenging. In this letter, we propose a hybrid approach for a stepped-frequency imaging radar system, which is based on the compressive sensing and novel concepts of microwave tomography, to establish a reduced-redundancy spatial and frequency measurement configuration. The proposed approach provides clear advantages in terms of measurement time and algorithm complexity while maintaining the quality of the scene reconstructions. Laboratory experiments are used to validate the hybrid strategy. (literal)
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