DocumentCode
698543
Title
Dynamic programming techniques for sequential detection and tracking of moving targets in radar systems
Author
Buzzi, Stefano ; Grossi, Emanuele ; Lops, Marco
Author_Institution
DAEIMI, Univ. degli Studi di Cassino, Cassino, Italy
fYear
2005
fDate
4-8 Sept. 2005
Firstpage
1
Lastpage
4
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.
Keywords
dynamic programming; maximum likelihood estimation; radar signal processing; signal detection; target tracking; DP; MAP estimation; SPRT; computational costs; dynamic programming techniques; low-observable moving target tracking; maximum-a-posteriori estimation; radar systems; sequential multiframe detection; sequential probability ratio test; Complexity theory; Doppler effect; Dynamic programming; Radar tracking; Signal to noise ratio; Target tracking; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2005 13th European
Conference_Location
Antalya
Print_ISBN
978-160-4238-21-1
Type
conf
Filename
7078131
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