Title :
Noncooperative radar target identification using fourth-order correlations
Author :
Ruiz, Diego P. ; Blanco, David ; Carrion, Maria C.
Author_Institution :
Dept. de Fisica Aplicada, Granada Univ., Spain
Abstract :
In this communication, a new method for radar target identification using only radar returns or scattered responses of conducting targets is proposed. Our scheme includes, before filtering with a constructed discriminant filter and named extinction filter (EF), a new stage in which the fourth-order correlation (FOC) sequence of the unknown-target impulse-response is estimated. The subsequent stage uses these natural resonances to identify the target. Simulation results clearly show that significant improvements are achieved by using the fourth-order moments sequence of x(n) as the unknown-target signature instead of the original signal x(n) in the discrimination scheme
Keywords :
correlation methods; higher order statistics; radar signal processing; radar target recognition; transient response; FOC sequence; conducting targets; constructed discriminant filter; extinction filter; fourth-order correlations; fourth-order moments sequence; natural resonances; noncooperative radar target identification; radar returns; scattered responses; unknown-target impulse-response; unknown-target signature; Additive noise; Colored noise; Electromagnetic fields; Electromagnetic scattering; Filters; Gaussian noise; Geometry; Noise reduction; Radar scattering; Resonance;
Conference_Titel :
Higher-Order Statistics, 1999. Proceedings of the IEEE Signal Processing Workshop on
Conference_Location :
Caesarea
Print_ISBN :
0-7695-0140-0
DOI :
10.1109/HOST.1999.778757