Title :
The impact of internal clutter motion on a sample matrix inversion space-time adaptive processing algorithm and the GMTI minimum detectable velocity
Author :
Czernik, Richard J. ; SantaPietro, John J.
Author_Institution :
MITRE Corp., Aberdeen, MD, USA
Abstract :
A MATLAB simulation was constructed to better study the effects of internal clutter motion on a notional X band monostatic airborne radar employing a ground moving target indicator (GMTI) algorithm to detect slow velocity targets of low radar cross section. A sample matrix inversion (SMI) fully adapted post-Doppler space-time processor (tapered and untapered) was utilized and the internal clutter motion model of Ward [1] was applied to the overall simulation. As one would expect, the untapered version yielded slightly better results but in all cases final minimum detectable velocities of about 1.0 meter/second were obtained. By judicious choice and implementation of a reduced rank/dimension algorithm, it should be possible to obtain similar MDV results.
Keywords :
Doppler radar; adaptive signal processing; airborne radar; object detection; radar clutter; radar cross-sections; radar tracking; space-time adaptive processing; target tracking; MATLAB simulation; ground moving target indicator algorithm; internal clutter motion model; notional X band monostatic airborne radar; post-Doppler space-time processor; radar cross section; reduced rank-dimension algorithm; sample matrix inversion space-time adaptive processing algorithm; slow velocity target detection; Arrays; Clutter; Covariance matrix; Doppler effect; Radar antennas; Radar cross section;
Conference_Titel :
Waveform Diversity and Design Conference (WDD), 2010 International
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4244-8202-3
DOI :
10.1109/WDD.2010.5592406