ATR performance assessment of target type number for HRR radar

Automatic target recognition (ATR) performance evaluation has become an important subject in ATR theory community since the last two decades. The extended operation condition (EOC) and system cost are two key aspects in ATR performance evaluation. For the situation of air-to-ground (A-G) ATR using h...

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Bibliographic Details
Published in2008 IEEE Radar Conference pp. 1 - 5
Main Authors Jun He, Hong-zhong Zhao, Qiang Fu
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2008
Subjects
automatic target recognition (ATR)
Costs
evaluation
Feature extraction
Helium
Packaging
Partitioning algorithms
Pattern recognition
Principal component analysis
Radar
System performance
Target recognition
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Summary:Automatic target recognition (ATR) performance evaluation has become an important subject in ATR theory community since the last two decades. The extended operation condition (EOC) and system cost are two key aspects in ATR performance evaluation. For the situation of air-to-ground (A-G) ATR using high range resolution (HRR) data, this paper analyzes the influence of target type number on ATR system performance. The system cost is also considered in evaluation process. An experiential performance model of typical ATR systems is given. The performance model and the corresponding conclusions have useful reference to ATR system performance prediction and assessment in the similar A-G applications.
ISBN:1424415381
9781424415380
ISSN:1097-5659
DOI:10.1109/RADAR.2008.4720903