Kempf, Timo and Peichl, Markus and Dill, Stephan and Suess, Helmut (2009) Highly resolved turntable ISAR signature extraction for ATR. SPIE 2009, 2009-04-13 - 2009-04-17, Orlando, Fl (USA).
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By means of data from highly resolved tower-turntable ISAR measurements this paper gives an overview of our work on an ATR process from the raw data acquisition to the final ATR performance evaluation. Main objectives are the radar imaging, the ATR robustness against small changes in the articulation of targets (e.g. military vehicles) and changes in the incidence angle. The recognition process is based on a template matching method. The two-dimensional templates are generated by extracting the most robust scatterers from the RCS image. Once the radar imaging of the target has been performed, an ATR approach is required to extract a maximum of information. In order to investigate the ATR capabilities and the performance, we selected a template matching method. This recognition approach is designed to be tolerant with respect to moderate differences between test and training data. A principal advantage is given by the robustness against artificially removed or produced new scattering centres. The studies were also focused on the determination of robustness against smaller and stronger variations in the articulations of the test objects. Additionally, the dependence on resolution and signal-to-noise ratio (SNR) was explored. Concerning the ATR approach inherently, the results show promising recognition performance.
|Document Type:||Conference or Workshop Item (Speech)|
|Title:||Highly resolved turntable ISAR signature extraction for ATR|
|In ISI Web of Science:||No|
|Keywords:||ISAR imaging, polar formating, target recognition|
|Event Title:||SPIE 2009|
|Event Location:||Orlando, Fl (USA)|
|Event Type:||international Conference|
|Event Dates:||2009-04-13 - 2009-04-17|
|HGF - Research field:||Aeronautics, Space and Transport (old)|
|HGF - Program:||Space (old)|
|HGF - Program Themes:||W EO - Erdbeobachtung|
|DLR - Research area:||Space|
|DLR - Program:||W EO - Erdbeobachtung|
|DLR - Research theme (Project):||W - Projekt sicherheitsrelevante Erdbeobachtung (old)|
|Institutes and Institutions:||Microwaves and Radar Institute > Reconnaissance and Security|
|Deposited By:||Timo Kempf|
|Deposited On:||05 Apr 2009|
|Last Modified:||12 Mar 2010 09:09|
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