Title :
Residual-based discrimination method of exoatmospheric active decoys
Author :
Rao Bin ; Wang Xue-song ; Zhao Feng ; Wang Tao ; Xiao Shun-ping
Author_Institution :
Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Aiming at dealing with exoatmospheric active decoys, a residual-based discrimination method is proposed. Firstly, dynamics models of active decoys are derived theoretically and the inherent motion differences between warhead and decoys are analyzed. We point out that these motion differences can be reflected by maximum likelihood (ML) estimate residuals of initial state parameter. Secondly, for solving the ML problem, a Levenberg-Marquardt (L-M) algorithm is employed. Finally, the discrimination threshold is designed based on normalized residual sum of square (NRSS). Theoretical analysis and experimental results indicate that the discrimination method is valid and feasible.
Keywords :
ballistics; maximum likelihood estimation; missiles; Levenberg-Marquardt algorithm; exoatmospheric active decoys; initial state parameter; maximum likelihood estimate residuals; normalized residual sum of square; residual-based discrimination method; Jamming; Maximum likelihood estimation; Missiles; Motion analysis; Motion estimation; Radar signal processing; Radar tracking; Signal processing; Signal processing algorithms; State estimation; active decoy; ballistic missile defense(BMD); discrimination; dynamics model; maximum likelihood estimate; residual;
Conference_Titel :
Radar Conference - Surveillance for a Safer World, 2009. RADAR. International
Conference_Location :
Bordeaux
Print_ISBN :
978-2-912328-55-7