Title :
Convoy tracking in Doppler blind zone regions using GMTI radar
Author :
Huang, Hong An Jack ; Rong Yang ; Pek Hui Foo ; Gee Wah Ng ; Mertens, M. ; Ulmke, Martin ; Koch, W.
Author_Institution :
DSO Nat. Labs., Singapore, Singapore
Abstract :
In this paper, the problem of tracking convoys using Ground Moving Target Indicator (GMTI) radar systems is investigated. Some relevant techniques are reviewed. An approach to exploit group information, road map, and Doppler blindness information in convoy tracking is proposed. Simulated measurement data are used to evaluate the performance against a generic Global Nearest Neighbor (GNN) tracker using unscented Kalman filter (UKF). The results demonstrate improved tracker performance in terms of track continuity and estimation errors.
Keywords :
Kalman filters; nonlinear filters; radar tracking; Doppler blindness information; GMTI radar systems; UKF; convoy tracking; doppler blind zone regions; estimation errors; global nearest neighbor tracker; ground moving target indicator; group information; road map; simulated measurement data; track continuity; tracker performance; unscented Kalman filter; Merging; TV; Transforms; Doppler blindness; GMTI radar; convoy tracking; group tracking; road map;
Conference_Titel :
Information Fusion (FUSION), 2013 16th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-605-86311-1-3