Tampere University of Technology

TUTCRIS Research Portal

Performance evaluation of radar NCTR using the target aspect and signature

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publication2014 IEEE Radar Conference from sensing to information, 19-23 May, Cincinnati, OH, USA
Place of PublicationCincinnati
PublisherThe Institute of Electrical and Electronics Engineers, Inc.
Pages623-628
Number of pages6
ISBN (Print)9781479920341
DOIs
Publication statusPublished - 2014
Publication typeA4 Article in a conference publication
EventIEEE Radar Conference -
Duration: 1 Jan 1900 → …

Publication series

NameIEEE Radar Conference
PublisherIEEE
ISSN (Print)1097-5764

Conference

ConferenceIEEE Radar Conference
Period1/01/00 → …

Abstract

In this paper, we present a framework for assessing and comparing the performance of non-cooperative target recognition methods that are based on radar signatures. The proposed framework aspires to quantify the performance considering the dynamic nature of the operating conditions. When evaluating the recognition performance, the training data is generated according to the operational scenario which specifies for instance the values for the true aspect angle, at which the target is observed, and the ability to estimate it, e.g. by a radar tracker. The performance of different classifiers can be assessed and compared considering the varying ability to observe the location and the orientation of the target. The proposed framework is demonstrated with the radar cross section as the feature for classification using values on a single frequency and high range resolution profiles. © 2014 IEEE.

ASJC Scopus subject areas

Publication forum classification

Field of science, Statistics Finland