DocumentCode :
2456954
Title :
Implementation and Simulation of a 3D Constant Turn Target Tracking Model
Author :
Zhang, Guodong ; Liu, Zhong ; Sun, Shiyan
Author_Institution :
Coll. of Electron. Eng., Naval Univ. of Eng., Wuhan, China
fYear :
2010
fDate :
17-19 Dec. 2010
Firstpage :
29
Lastpage :
32
Abstract :
A new Kalman Filtering model for 3D constant turn (3DCT) target had been presented. This paper makes a study of changing measurements from Pole coordinate to Cartesian coordinate. Then on this basis, this paper uses the method of EKF to make nonlinear equation linearity in the case of unknown pitch and azimuth angular velocity (Convert Measurements Kalman Filtering, CMKF). At last a method for the pseudo kalman filtering using radial velocity and angular velocity is presented for radar awareness system (Adopted Velocity Kalman Filtering, AVKF) which can detect target radial velocity and angular velocity. Simulation results indicate that the 3DCT can increase the convergent rate and precision.
Keywords :
Kalman filters; angular velocity measurement; target tracking; 3D constant turn target tracking model; Cartesian coordinate measurements; adopted velocity Kalman filtering; azimuth angular velocity; convert measurements Kalman filtering; nonlinear equation linearity; pitch angular velocity; pole coordinate measurements; pseudo Kalman filtering; radar awareness system; radial velocity; Angular velocity; Azimuth; Kalman filters; Radar tracking; Solid modeling; Target tracking; 3D constant turn target model; angular velocity; kalman filtering; radial velocity; target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational and Information Sciences (ICCIS), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8814-8
Electronic_ISBN :
978-0-7695-4270-6
Type :
conf
DOI :
10.1109/ICCIS.2010.15
Filename :
5709005
Link To Document :
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