Title :
Autoregressive moving average modeling of radar target signatures
Author :
Carrière, Rob ; Moses, Randolph L.
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
A method for characterizing radar target signatures with autoregressive moving average (ARMA) models is developed. A parameterization of the model that corresponds directly to the geometric properties of the target is chosen, and an efficient algorithm for estimating these parameters is presented. Procedures for minimizing the effects of unmodeled dynamics are also developed. Experiments on radar measurements obtained from a compact-range are presented to test the effectiveness of the ARMA modeling procedure on scale models of several commercial aircraft
Keywords :
radar measurement; radar theory; statistical analysis; ARMA; autoregressive moving average modelling; compact-range; parameterization; radar measurements; radar target signatures; scale models; Autoregressive processes; Data mining; Discrete Fourier transforms; Feature extraction; Frequency domain analysis; Frequency measurement; Radar measurements; Radar scattering; Radar signal processing; Testing;
Conference_Titel :
Radar Conference, 1988., Proceedings of the 1988 IEEE National
Conference_Location :
Ann Arbor, MI
DOI :
10.1109/NRC.1988.10962
