Title :
A priori knowledge-based Post-Doppler STAP for traffic monitoring applications
Author :
Baumgartner, Stefan V. ; Krieger, Gerhard
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
Abstract :
In this paper an extension of our “Fast GMTI Algorithm for Traffic Monitoring Based on A Priori Knowledge” [1,2] to an arbitrary number of M receiving (RX) channels is presented. This is done by incorporating Post-Doppler space-time adaptive processing into the processing chain. In contrast to our original dual-channel algorithm this additionally allows for robust estimation of the direction-of-arrival (DOA) angles of the detected signals. As a consequence false detections can be recognized and discarded. In the paper the processing chain is explained and performance estimation results for DLR´s multi-channel airborne F-SAR system are presented and discussed.
Keywords :
Doppler radar; adaptive signal detection; airborne radar; direction-of-arrival estimation; monitoring; object recognition; road traffic; space-time adaptive processing; synthetic aperture radar; wireless channels; DLR multichannel airborne F-SAR system; GMTI algorithm; a priori knowledge; channel algorithm; direction-of-arrival angle estimation; false detection recognition; ground moving target indication; post Doppler STAP; receiving channel; signal detection; space time adaptive processing; synthetic aperture radar; traffic monitoring; Abstracts; Azimuth; Estimation; Indexes; Monitoring; Navigation; Ground moving target indication (GMTI); along-track interferometry (ATI); space-time adaptive processing (STAP); synthetic aperture radar (SAR);
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352218