Title :
Real-time road traffic monitoring using a fast a priori knowledge based SAR-GMTI algorithm
Author :
Baumgartner, Stefan V. ; Krieger, Gerhard
Author_Institution :
German Aerosp. Center (DLR), Microwaves & Radar Inst., Wessling, Germany
Abstract :
Radar systems operating on high altitude platforms can provide traffic information over wide areas, independent of sunlight illumination and weather conditions. In the paper, a novel a priori knowledge based ground moving target indication (GMTI) and parameter estimation algorithm applicable on single- as well as on multi-channel synthetic aperture radar (SAR) data is presented. Only the intersection points of the moving vehicle signals with the a priori known road axes, which are mapped into the range-compressed data domain, are evaluated. The algorithm needs low computational load and is hence well suited for real-time traffic monitoring applications.
Keywords :
ground penetrating radar; radar signal processing; road traffic; synthetic aperture radar; ground moving target indication; knowledge based SAR-GMTI algorithm; parameter estimation algorithm; radar system; real-time road traffic monitoring; synthetic aperture radar; Azimuth; Doppler effect; Monitoring; Parameter estimation; Radar; Roads; Vehicles; Synthetic aperture radar; pulse Doppler radar; radar signal processing; road vehicle location;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5653262