access icon free 2D SAR imaging scheme based on compressive sensing

Synthetic aperture radar (SAR) processing is assumed to start with a demodulated baseband signal and attempt to solve ground reflectivity. An expression of two-dimensional SAR echo data in the discrete domain is presented. To meet the requirements of the processing power and reduce the storage, a compressive sensing framework is adopted to solve the ground reflectivity. By a small number of signal samplings, the imaging is constructed efficiently and has a higher resolution. Promising results were obtained by several experiments.

Inspec keywords: synthetic aperture radar; radar imaging; compressed sensing

Other keywords: compressive sensing framework; ground reflectivity; 2D SAR imaging scheme; demodulated baseband signal; signal samplings; SAR processing

Subjects: Optical, image and video signal processing; Radar equipment, systems and applications

References

    1. 1)
      • 4. Debes, C., Leier, S., Nikolay, F., Zoubir, A.M.: ‘Compressive sensing for synthetic aperture imaging using a parse basis transform’. IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS), Munich, Germany, 2012, pp. 74207423.
    2. 2)
      • 1. Donoho, D.: ‘Compressed sensing’, IEEE Trans. Inf. Theory., 2006, 52, (4), pp. 12891306 (doi: 10.1109/TIT.2006.871582).
    3. 3)
      • 2. Tello Alonso, M., Lopez-Dekker, P., Mallorqui, J.J.: ‘A novel strategy for radar imaging based on compressive sensing’, IEEE Trans. Geosci. Remote Sens., 2010, 48, (12), pp. 42854295 (doi: 10.1109/TGRS.2010.2051231).
    4. 4)
      • 3. Leigsnering, M., Debes, C., Zoubir, A.M.: ‘Compressive sensing in through-the-wall radar imaging’. Proc. IEEE Int. Acoustics, Speech and Signal Processing (ICASSP) Conf., Prague, Czech Republic, May 2011, pp. 40084011.
http://iet.metastore.ingenta.com/content/journals/10.1049/el.2013.3253
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