- Conference Article
2
- 10.1109/aero.2003.1235129
Automatic target recognition of slow moving ground targets using stap
- Mar 08, 2003
- J.a Malas + 2 more +2
A new approach is proposed which will allow air-to-ground target identification of slow moving vehicles in clutter. A wideband space-time adaptive (STAP) filter for clutter suppression is developed which preserves the target amplitude integrity of returns from multiple range bins within the automatic target recognition (ATR) high range resolution (HRR) approach. The wideband STAP processor utilizes narrowband STAP principles to generate a series of adaptive sub-band filters. The performance of this new approach is demonstrated and quantified through the implementation of a one dimensional template-based minimum mean squared error classifier. Successful minimum velocity identification (ID) is defined in terms of probability of correct ID, probability of false ID of an unknown target, and probability of declaration. The performance of the wideband STAP/ATR algorithm is characterized for various degrees of freedom (DOF).
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