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
Link To Document :
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