Range profiles have been used for the purpose of target identification. A n
ew R-SAR (reverse-synthetic aperture radar) algorithm is introduced here fo
r the purpose of suppressing the clutters contained in the range profiles.
The clutter-suppressed range profiles, called image-based range profiles, p
rovide a significantly improved target recognition performance when compare
d with conventional systems which use raw range profiles contaminated with
clutters. The experimental results with three kinds of model targets show t
hat there is an improvement of about 15-56% in the matching score, and this
will lead to a considerable improvement in the recognition rate for any ta
rget recognition algorithm. (C) 2001 John Wiley & Sons, Inc.