The problem of sequential multi-frame detection and tracking for low-observable moving targets is herein considered. A Sequential Probability Ratio Test (SPRT) is employed for the detection problem while target tracking relies upon a maximum-A-Posteriori (MAP) estimate. The computational costs of the proposed algorithm is also considered and, supported by Dynamic Programming (DP), an efficient implementation of the detection and tracking procedure is developed.
Dynamic programming techniques for sequential detection and tracking of moving targets in radar systems
BUZZI, Stefano;GROSSI, Emanuele;LOPS, Marco
2005-01-01
Abstract
The problem of sequential multi-frame detection and tracking for low-observable moving targets is herein considered. A Sequential Probability Ratio Test (SPRT) is employed for the detection problem while target tracking relies upon a maximum-A-Posteriori (MAP) estimate. The computational costs of the proposed algorithm is also considered and, supported by Dynamic Programming (DP), an efficient implementation of the detection and tracking procedure is developed.File in questo prodotto:
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