Game theoretic design for polarimetric MIMO radar target detection

  • Authors:

  • Sandeep Gogineni;Arye Nehorai

  • Affiliations:

  • Department of Electrical and Systems Engineering, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63130, USA;Department of Electrical and Systems Engineering, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63130, USA

  • Venue:
  • Signal Processing
  • Year:
  • 2012

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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 (see also Gogineni and Nehorai, 2011 [1]). This approach does not require training data, and we show a significant performance improvement due to the polarimetric design. Other radar design problems can also be solved using this game theoretic approach.