• DocumentCode
    3348844
  • Title

    Theoretical aspects of array radar imaging via fusing the experiment design and regularization techniques

  • Author

    Shkvarko, Yuriy V. ; Leyva-Montiel, Jose Luis

  • Author_Institution
    Unidad Guadalajara, Spain
  • fYear
    2002
  • fDate
    4-6 Aug. 2002
  • Firstpage
    115
  • Lastpage
    119
  • Abstract
    We address a new approach to solving the radar imaging problems stated and treated as ill-posed inverse problems of restoration of the spatial spectrum pattern of the wavefield sources distributed in the environment by processing the radar data signals distorted in the stochastic measurement channel. By exploiting the idea of combining the experiment design (ED) and descriptive regularization (R) theory methods for scattering inverse problems solution we propose a fused experiment-design-regularization (EDR) technique for radar image formation. With this technique we present the EDR-based interpretation of a family of the conventional array imaging algorithms and propose some their modifications to enhance the resolution performances of the resulting radar images.
  • Keywords
    array signal processing; design of experiments; electromagnetic wave scattering; image representation; image restoration; inverse problems; radar imaging; radar resolution; EDR-based interpretation; array imaging algorithms; array radar imaging; array signal processing; data representation; descriptive regularization theory; experiment design; ill-posed inverse problems; radar data signal processing; radar image formation; radar image resolution performance; regularization techniques; scattering inverse problems solution; side-looking imaging radar; spatial spectrum pattern restoration; stochastic measurement channel; wavefield sources; Distortion; Image restoration; Inverse problems; Predistortion; Radar imaging; Radar measurements; Radar scattering; Radar signal processing; Signal processing; Signal restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
  • Print_ISBN
    0-7803-7551-3
  • Type

    conf

  • DOI
    10.1109/SAM.2002.1191011
  • Filename
    1191011