Study of Missile Radiator Predicting and Tracking Technology on the Basis of Kalman Filter and Mean-Shift Algorithm


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In order to improve the real-time character of missile radiator tracking and solve the predicting tracking problem when missile radiator shortly shelter or missing, it introduces moving target predicting and tracking technology. According to the predicting and tracking method, it proposes three predicting and tracking overall schemes of missile radiator based on Kalman filtering and improved Mean-Shift algorithm. Also it compares the real-time character of three kinds of schemes. According to the trajectory character of missile radiator, it constructs Kalman filter. The experiment results indicate that by using Kalman filtering technology, there are improvements in real-time character and shortly shelter or missing problem can be solved well. It plays a certain compensation function to the whole system.



Advanced Materials Research (Volumes 383-390)

Edited by:

Wu Fan




Z. H. Xu et al., "Study of Missile Radiator Predicting and Tracking Technology on the Basis of Kalman Filter and Mean-Shift Algorithm", Advanced Materials Research, Vols. 383-390, pp. 1584-1589, 2012

Online since:

November 2011




[1] Liu Hua, Wang Yong-nian. Research on the key technology of airborne infrared/ TV image tracking system [J]. Electro-optic control, 1998, 1: 43-48.

[2] Comaniciu D, Ramesh V, Meer P. Real-time Tracking of Non-rigid Objects Using Mean-shift [C] /Jacobs A, Baldwin T. Proc of the IEEE Conference on Computer Vision and Pattern Recognition. Hilton Head Island: IEEE Computer Society Press, 2000: 42-149.


[3] Seong-TaekPark, JangGyuLee. Improved Kalman filter design for three-dimensional radar tracking[J]. Aerospace and Electronic System IEEE Transaction, 2001, 37(2): 727-739.


[4] Yang Xiu-hua, Ji Tong-bo, Chen Tao. Prediction filtering technique in TV Tracking System. Jilin University (Information Science) . 2003. 08, 21(3): 247-250.

[5] Wei Wei-bo. Image-Based Automatic Target Recognition and Tracking[D]. Nanjing University of Science PhD thesis. 2006. 05: 60-66.

[6] Zhang Hua. Study of Moving Target Tracking Algorithm[D]. Nanjing University of Science PhD thesis. 2008. 06: 21-25.

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