Title :
A secure threshold of dynamic programming techniques for track-before-detect
Author :
Liang Cai ; Chunlei Cao ; Yanhua Wang ; Guoxiao Yang ; Shulin Liu ; Le Zheng
Author_Institution :
Sch. of Math., Beijing Inst. of Technol., Beijing, China
Abstract :
Track before detect (TBD) algorithm with dynamic programming (DP) has been introduced to track target in low signal-to-noise ratio environments. But its performance is difficult to evaluate since we can´t give the merit statistic an exact probability distribution. In this paper, we construct an simple-approximated upper bound of the merit statistic to give a secure threshold of the merit statistic produced by the DP-TBD algorithm according to some fixed false alarm rate.
Keywords :
dynamic programming; signal detection; signal processing; statistical distributions; target tracking; TBD algorithm; dynamic programming techniques; exact probability distribution; fixed false alarm rate; merit statistic; secure threshold; signal-to-noise ratio environments; simple-approximated upper bound; target tracking; track-before-detect; dynamic programming; secure threshold; track before detect;
Conference_Titel :
Radar Conference 2013, IET International
Conference_Location :
Xi´an
Electronic_ISBN :
978-1-84919-603-1
DOI :
10.1049/cp.2013.0358