DocumentCode
567737
Title
Doppler blind zone analysis for ground target tracking with bistatic airborne GMTI radar
Author
Mertens, Michael ; Kirubarajan, Thia ; Koch, Wolfgang
Author_Institution
Sensor Data & Inf. Fusion, Fraunhofer FKIE, Wachtberg, Germany
fYear
2012
fDate
9-12 July 2012
Firstpage
2331
Lastpage
2338
Abstract
This paper investigates the Doppler blind zone of bistatic transmitter and receiver configurations and its impact on the tracking of ground targets based on measurements from airborne ground moving target indication (GMTI) radar. The Doppler blind zone arises from the clutter cancellation by space-time adaptive processing (STAP). In general, this poses a significant challenge in ground target tracking because low-Doppler targets can easily be hidden within this blind zone, leading to sequences of missed detections that strongly deteriorate the performance of a standard tracking filter. In this study the width of the bistatic Doppler blind zone is calculated and this knowledge is incorporated into a UKF-MHT tracking algorithm. Based on simulation scenarios, it is demonstrated that in contrast to a monostatic configuration with sideways-looking radar, the minimum detectable velocity that characterizes the width of the Doppler blind zone does not need to be constant. Track results reveal the benefit of exploiting this additional knowledge.
Keywords
Doppler radar; airborne radar; blind source separation; radar clutter; radar receivers; radar tracking; radar transmitters; space-time adaptive processing; target tracking; Doppler blind zone analysis; UKF-MHT tracking algorithm; airborne ground moving target indication radar; bistatic Doppler blind zone; bistatic airborne GMTI radar; bistatic transmitter; clutter cancellation; ground target tracking; low-Doppler targets; minimum detectable velocity; monostatic configuration; receiver configurations; sideways-looking radar; space-time adaptive processing; standard tracking filter; Clutter; Doppler effect; Doppler radar; Ellipsoids; Radar tracking; Target tracking; Doppler blind zone; MHT; Target tracking; UKF; bistatic; ground moving target indication (GMTI); radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4673-0417-7
Electronic_ISBN
978-0-9824438-4-2
Type
conf
Filename
6290588
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