Title :
The effect of clutter on the automatic target classification accuracy in FSR
Author :
N. E. Abd Rashid;P. Jan?ovi?;M. Gashinova;M. Cherniakov;V. Sizov
Author_Institution :
School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, United Kingdom
Abstract :
The clutter influence on the automatic target classification (ATC) accuracy in forward scattering radar (FSR) is presented. To study the ATC at various signal-to-clutter ratios (SCR), a simulated vegetation clutter is artificially added to the real clutter-free targets recorded signals. It is shown that using conventional clutter-uncompensated ATC system can achieve high target classification accuracy at high SCR only, but the accuracy drops significantly with SCR decreasing. The employment of clutter-compensated ATC system is shown to improve significantly the classification accuracy at low SCR.
Keywords :
"Radar scattering","Thyristors","Radar antennas","Vegetation","Object detection","Radar clutter","Signal processing algorithms","Performance analysis","Frequency estimation","Transmitters"
Conference_Titel :
Radar Conference, 2010 IEEE
Print_ISBN :
978-1-4244-5811-0
Electronic_ISBN :
2375-5318
DOI :
10.1109/RADAR.2010.5494552