TY - GEN
T1 - Performance evaluation of radar NCTR using the target aspect and signature
AU - Väilä, Minna
AU - Jylhä, Juha
AU - Perälä, Henna
AU - Visa, Ari
N1 - Contribution: organisation=sgn,FACT1=1<br/>Portfolio EDEND: 2014-06-26 publication_forum:57477
PY - 2014
Y1 - 2014
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84906748684&partnerID=8YFLogxK
U2 - 10.1109/RADAR.2014.6875666
DO - 10.1109/RADAR.2014.6875666
M3 - Conference contribution
SN - 9781479920341
T3 - IEEE Radar Conference
SP - 623
EP - 628
BT - 2014 IEEE Radar Conference from sensing to information, 19-23 May, Cincinnati, OH, USA
PB - IEEE
CY - Cincinnati
T2 - IEEE Radar Conference
Y2 - 1 January 1900
ER -