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
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);
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
DOI :
10.1109/ICMA.2009.5246248