• DocumentCode
    1090430
  • Title

    Detection and Localization of Multiple Unresolved Extended Targets via Monopulse Radar Signal Processing

  • Author

    Zhang, Xin ; Willett, Peter ; Bar-Shalom, Yaakov

  • Author_Institution
    United Technol. Res. Center, Hartford, CT
  • Volume
    45
  • Issue
    2
  • fYear
    2009
  • fDate
    4/1/2009 12:00:00 AM
  • Firstpage
    455
  • Lastpage
    472
  • Abstract
    When the size of targets is comparable to the range resolution of monopulse radars, these targets should be considered as extended rather than point targets. If several closely-spaced targets fall within the same radar beam and between adjacent matched filter samples in range, the full monopulse information from all of these samples can and should be used to resolve these targets, i.e., estimate the number of targets and their respective angles-of-arrival and ranges. To detect and localize multiple unresolved extended targets, we establish a model for monopulse radar returns from extended objects, and present a maximum likelihood estimator (MLE) to localize the targets. Rissanen´s minimum description length (MDL) criterion will be used to decide the number of existing extended objects. We also derive the upper limit on the number of targets and their scattering centers that can be resolved, and we provide necessary conditions for these targets to be uniquely identified. We compare the new extended target monopulse processing scheme with previously developed point-target monopulse techniques in the simulations.
  • Keywords
    matched filters; maximum likelihood estimation; radar signal processing; signal detection; adjacent matched filter samples; maximum likelihood estimator; minimum description length criterion; monopulse radar signal processing; multiple unresolved extended targets; Direction of arrival estimation; Matched filters; Maximum likelihood detection; Maximum likelihood estimation; Object detection; Radar antennas; Radar cross section; Radar detection; Radar signal processing; Signal resolution;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2009.5089534
  • Filename
    5089534