• DocumentCode
    3701
  • Title

    Moving Target Tracking in Single- and Multichannel SAR

  • Author

    Henke, Daniel ; Mendez Dominguez, Elias ; Small, David ; Schaepman, Michael E. ; Meier, Erich

  • Author_Institution
    Dept. of Geogr., Univ. of Zurich, Zurich, Switzerland
  • Volume
    53
  • Issue
    6
  • fYear
    2015
  • fDate
    Jun-15
  • Firstpage
    3146
  • Lastpage
    3159
  • Abstract
    Methods for moving target tracking in single- and multichannel synthetic aperture radar (SAR) are presented and evaluated using data from the F-SAR system. An approach based on temporal and spatial overlapping SAR images, image statistics, and multitarget unscented Kalman filtering showed promising results for a single-channel linear SAR experiment. Here, we extend this approach to integrate along-track multichannel data, combine single- and multichannel extraction methods, and verify our results on nonlinear test data on all the different extraction methods. The results are validated and compared with ground-based measurements on a highway section, demonstrating the accuracy of the presented method.
  • Keywords
    feature extraction; geophysical image processing; remote sensing by radar; synthetic aperture radar; F-SAR system; along-track multichannel data; ground-based measurements; image statistics; moving target tracking; multichannel SAR; multichannel extraction method; multitarget unscented Kalman filtering; single-channel SAR; single-channel extraction method; single-channel linear SAR experiment; synthetic aperture radar; temporal-spatial overlapping SAR images; Antennas; Data mining; Radar tracking; Sensors; Synthetic aperture radar; Target tracking; Trajectory; Ground moving target indication (GMTI); Kalman filtering; moving target tracking; radar signal analysis; radar velocity measurement; synthetic aperture radar (SAR); tracking filters;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2014.2369060
  • Filename
    7001607