Title :
Using correlation filters to classify aircraft down-range radar profiles
Author :
Nieuwoudt, C. ; Botha, E.C.
Author_Institution :
Dept. of Electr. & Electron. Eng., Pretoria Univ., South Africa
Abstract :
This paper details a classifier which uses correlation filters to discriminate between down-range profiles of radar targets. Down-range profiles are formed via an inverse FFT from frequency data obtained with the MTI (Moving Target Identification) process from successive scans of the aircraft. MTI separates the reflected backscatter of a moving target from the backscatter of the stationary environment. Simulation is used to quantify the resolution of the down-range profiles obtained with MTI. Classification using correlation filters is performed on data from a compact range as well as MTI data from measurements of actual aircraft in flight
Keywords :
aircraft; backscatter; correlation methods; fast Fourier transforms; filtering theory; image classification; inverse problems; radar cross-sections; radar equipment; radar imaging; radar target recognition; MTI; aircraft down-range radar profiles; compact range; correlation filters; frequency data; inverse FFT; measurements; moving target identification; radar profiles classification; radar resolution; radar targets; reflected backscatter; simulation; stationary environment; Aerospace electronics; Airborne radar; Aircraft; Backscatter; Bandwidth; Filters; Frequency; Interference; Radar measurements; Radar scattering;
Conference_Titel :
Communications and Signal Processing, 1994. COMSIG-94., Proceedings of the 1994 IEEE South African Symposium on
Conference_Location :
Stellenbosch
Print_ISBN :
0-7803-1998-2
DOI :
10.1109/COMSIG.1994.512451
