The problem of signal detection and trajectory estimation of a dynamic system when a variable number of measurements can be taken is here considered. A sequential probability ratio test (SPRT) when the parameter space has infinite cardinality is proposed for the detection problem while trajectory estimation relies upon a maximum-a-posteriori (MAP) estimate. The computational costs of the proposed algorithm, whose statistics are computed through a dynamic programming (DP) algorithm, are considered and applications to radar surveillance problems are inspected.
Joint Sequential Detection and Trajectory Estimation with Radar Applications / Grossi, E.; Lops, M.; Buzzi, S.. - (2006), pp. ---.
Joint Sequential Detection and Trajectory Estimation with Radar Applications
Lops M.;Buzzi S.
2006
Abstract
The problem of signal detection and trajectory estimation of a dynamic system when a variable number of measurements can be taken is here considered. A sequential probability ratio test (SPRT) when the parameter space has infinite cardinality is proposed for the detection problem while trajectory estimation relies upon a maximum-a-posteriori (MAP) estimate. The computational costs of the proposed algorithm, whose statistics are computed through a dynamic programming (DP) algorithm, are considered and applications to radar surveillance problems are inspected.File | Dimensione | Formato | |
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