On the Receiver Operating Characteristics of Adaptive Radar Detectors

PDF

Authors
  1. Gierull, C.H.
Corporate Authors
Defence R&D Canada - Ottawa, Ottawa ONT (CAN)
Abstract
Aim of this technical memorandum is to analytically derive the probability of detection (vrs the probability of false alarms) of two variants of a square-law based adaptive radar detector when the target signal is buried in colored interference and when the filter vector to suppress the interference is not constant (i.e. unknown asymptotic covariance matrix) but a random vector itself. The filter or weight vector is assumed to be estimated via either Sample Matrix Inversion (SMI), Loaded SMI (LSMI) or Projection Techniques, such as Eigen-Vector Projection (EVP), Hung-Turner Projection (HTP) or Matrix Transformation based Projections (MTP), based on a limited number of statistical independent secondary training data. The analysis is based on a homogeneous, i.e. Gaussian, stationary clutter plus noise assumption. Target signals comprise different fluctuating RCS models as well as a constant deterministic model. The test statistic provides for the summation of several independent cells (‘looks’) to improve detection performance whereby the target must not necessarily be present in each cell. Although the analyzed detectors may not directly be applicable, the provided analytical analysis permits an analytical comparison of the various adaptive weights estimation techniques. In this sense it is an extension of the work presented in a previous technical memorandum [1] and its results and conclusions reflect an intermediate step towards unifying quantitative assessment of more a

Il y a un résumé en français ici.

Keywords
Synthetic Aperture Radar;Ground Moving Target Detection;Probability of False Alarms;Probability of Detection;Sample Matrix Inversion (SMI);Receiver Operating Characteristics
Report Number
DRDC-OTTAWA-TM-2013-117 — Technical Memorandum
Date of publication
01 Dec 2013
Number of Pages
52
DSTKIM No
CA038344
CANDIS No
538472
Format(s):
Electronic Document(PDF)

Permanent link

Document 1 of 1

Date modified: