• DocumentCode
    142642
  • Title

    Statistical analysis of Monopulse-SAR for CFAR detection of ground moving targets

  • Author

    Di Wu ; Yingying Kong ; Daiyin Zhu ; Mingwei Shen

  • Author_Institution
    Key Lab. of Radar Imaging & Microwave Photonics, Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
  • fYear
    2014
  • fDate
    13-18 July 2014
  • Firstpage
    604
  • Lastpage
    607
  • Abstract
    An efficient approach to achieve ground moving target indication (GMTI) for synthetic aperture radar (SAR) is to use the Monopulse-SAR system. This paper examines the statistics of monopulse ratio (MR) for SAR/GMTI model when complex Gaussian clutter-plus-noise is considered. The probability density function (pdf) of MR is analyzed in detail. Especially, the conditional likelihood function of MR under the null hypothesis is given in a closed-form defined by special functions. An automatic constant false-alarm rate (CFAR) detector for moving targets is provided and extended to a multi-MRD form to further improve the final detection performance. Experimental results are presented to examine the detection performance and validate the theoretical analysis.
  • Keywords
    geophysical techniques; remote sensing by radar; synthetic aperture radar; CFAR detection; Monopulse-SAR statistical analysis; Monopulse-SAR system; SAR-GMTI model; automatic constant false-alarm rate; complex Gaussian clutter-plus-noise; ground moving targets; monopulse ratio statistics; probability density function; synthetic aperture radar; Azimuth; Detectors; Image resolution; Noise; Object detection; Statistical analysis; Synthetic aperture radar; CFAR; GMTI; Monopulse; SAR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
  • Conference_Location
    Quebec City, QC
  • Type

    conf

  • DOI
    10.1109/IGARSS.2014.6946495
  • Filename
    6946495