• DocumentCode
    3105638
  • Title

    Polarimetric MIMO radar target detection using game theory

  • Author

    Gogineni, Sandeep ; Nehorai, Arye

  • Author_Institution
    Preston M. Green Dept. of Electr. & Syst. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
  • fYear
    2011
  • fDate
    13-16 Dec. 2011
  • Firstpage
    17
  • Lastpage
    20
  • Abstract
    Polarimetric radar systems allow the flexibility of transmitting arbitrarily polarized waveforms that match the scattering profiles of the target. Since different types of targets have varying profiles, the advantages of a polarimetric radar system can fully be exploited only when the type of target is accurately estimated. However, accurate estimation requires a significant amount of training data, which can be expensive. We propose a polarimetric design scheme for distributed Multiple Input Multiple Output (MIMO) radar target detection. We formulate the selection of transmit polarizations using a game theoretic framework by examining the impact of all possible transmit schemes on the detection performance with different available target profiles. This approach does not require training data, and we show a significant performance improvement due to the polarimetric design.
  • Keywords
    MIMO radar; game theory; radar detection; radar polarimetry; game theory; multiple input multiple output; polarimetric MIMO radar target detection; polarimetric design; polarimetric radar system; Games; MIMO radar; Radar antennas; Radar polarimetry; Transmitting antennas; Game theory; Multiple Input Multiple Output (MIMO); detection; polarimetry; radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2011 4th IEEE International Workshop on
  • Conference_Location
    San Juan
  • Print_ISBN
    978-1-4577-2104-5
  • Type

    conf

  • DOI
    10.1109/CAMSAP.2011.6135975
  • Filename
    6135975