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
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