DocumentCode
2578852
Title
Automatic target detection in dynamic clutter from incoherent ISAR data
Author
Soumekh, M. ; Pollock, M. ; Dinger, R.
Author_Institution
Dept. of Electr. & Comput. Eng., State Univ. of New York, Buffalo, NY, USA
fYear
1994
fDate
19-22 Apr 1994
Abstract
This paper presents a method for automatic detection of targets with nonlinear motion embedded in dynamic clutter. This is achieved via processing the targets´ incoherent ISAR data that are less vulnerable to multiplicative noise (phase errors). It is shown that the incoherent ISAR signature of a target scene may be viewed as its baseband ISAR signature. Thus, the magnitude of an ISAR database that is severely contaminated with phase errors, i.e., incoherent ISAR data, may be used for ISAR detection of moving targets. Incoherent ISAR data in the fast-time and slow-time domain are transformed into another two-dimensional domain. The signature of a target in the transformed domain is shown to be localized based on its mid-point range and speed. This localized statistic is suitable for automatic, i.e., machine-based, detection of stationary as well as moving targets in the scene
Keywords
radar clutter; radar detection; radar imaging; synthetic aperture radar; ISAR database; automatic target detection; baseband ISAR signature; dynamic clutter; incoherent ISAR data; incoherent ISAR signature; incoherent processing; localized statistic; mid-point range; multiplicative noise; nonlinear motion; phase errors; radar imaging; speed; stationary targets; two-dimensional domain; Additive noise; Baseband; Clutter; Data engineering; Embedded computing; Layout; Motion detection; Object detection; Phase noise; Radar detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location
Adelaide, SA
ISSN
1520-6149
Print_ISBN
0-7803-1775-0
Type
conf
DOI
10.1109/ICASSP.1994.389505
Filename
389505
Link To Document