• DocumentCode
    567737
  • Title

    Doppler blind zone analysis for ground target tracking with bistatic airborne GMTI radar

  • Author

    Mertens, Michael ; Kirubarajan, Thia ; Koch, Wolfgang

  • Author_Institution
    Sensor Data & Inf. Fusion, Fraunhofer FKIE, Wachtberg, Germany
  • fYear
    2012
  • fDate
    9-12 July 2012
  • Firstpage
    2331
  • Lastpage
    2338
  • Abstract
    This paper investigates the Doppler blind zone of bistatic transmitter and receiver configurations and its impact on the tracking of ground targets based on measurements from airborne ground moving target indication (GMTI) radar. The Doppler blind zone arises from the clutter cancellation by space-time adaptive processing (STAP). In general, this poses a significant challenge in ground target tracking because low-Doppler targets can easily be hidden within this blind zone, leading to sequences of missed detections that strongly deteriorate the performance of a standard tracking filter. In this study the width of the bistatic Doppler blind zone is calculated and this knowledge is incorporated into a UKF-MHT tracking algorithm. Based on simulation scenarios, it is demonstrated that in contrast to a monostatic configuration with sideways-looking radar, the minimum detectable velocity that characterizes the width of the Doppler blind zone does not need to be constant. Track results reveal the benefit of exploiting this additional knowledge.
  • Keywords
    Doppler radar; airborne radar; blind source separation; radar clutter; radar receivers; radar tracking; radar transmitters; space-time adaptive processing; target tracking; Doppler blind zone analysis; UKF-MHT tracking algorithm; airborne ground moving target indication radar; bistatic Doppler blind zone; bistatic airborne GMTI radar; bistatic transmitter; clutter cancellation; ground target tracking; low-Doppler targets; minimum detectable velocity; monostatic configuration; receiver configurations; sideways-looking radar; space-time adaptive processing; standard tracking filter; Clutter; Doppler effect; Doppler radar; Ellipsoids; Radar tracking; Target tracking; Doppler blind zone; MHT; Target tracking; UKF; bistatic; ground moving target indication (GMTI); radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2012 15th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4673-0417-7
  • Electronic_ISBN
    978-0-9824438-4-2
  • Type

    conf

  • Filename
    6290588