DocumentCode
3364007
Title
A core controller design and implement for Ground Multiple Formations Tracking
Author
Li, Guobing ; Guo, Ronghua ; Qin, Zheng ; Chang, Yang ; Li, Xiangnan
Author_Institution
Sch. of Software, Tsinghua Univ., Beijing, China
fYear
2009
fDate
9-12 Aug. 2009
Firstpage
3235
Lastpage
3240
Abstract
Ground Multiple Formations Tracking (GMFT) suffers from characteristics of low probability of detection, too many clutters, high maneuverability and so on, which frequently leads to the loss of targets and miss tracking. In order to resolve the problems above, a core controller (GMFT Core Controller) is designed, and a series of GMFT Core Controller algorithms, including a GMFT Core Controller processing algorithm (CCP), a modified nearest neighbor data association (M-NNDA) and a formation center unscented Kalman filter (FC-UKF), are proposed. Simulation shows that the new algorithms can address efficiently the problems of GMFT.
Keywords
Kalman filters; control system synthesis; military systems; sensor fusion; target tracking; battlefield environment; core controller design; core controller processing algorithm; formation center unscented Kalman filter; ground multiple formations tracking; modified nearest neighbor data association; Algorithm design and analysis; Design automation; Filtering; Modems; Nearest neighbor searches; Nonlinear systems; Particle filters; Process control; Target tracking; Timing; Core Controller; Formation Center Unscented Kalman Filter (FC-UKF); Ground Multiple Formations Tracking (GMFT); Modified Nearest Neighbor Data Association (M-NNDA);
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location
Changchun
Print_ISBN
978-1-4244-2692-8
Electronic_ISBN
978-1-4244-2693-5
Type
conf
DOI
10.1109/ICMA.2009.5246248
Filename
5246248
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