A Gaussion Mixture PHD Filter for Group Targets Tracking Based on Ellipse Random Hypersurface Models

Zhang Hui; Xu Hui; Wang Xueying; Wang Tiebing

doi:10.3788/aos201333.0904001

[1] O E Drummond, S S Blackman, G C Petrisor. Tracking clusters and extended objects with multiple sensors [C]. SPIE, 1990, 1305: 362-375.

[2] M A Zimmer, M J Tsai. Tracking of a single cluster of closely spaced objects using one and two passive optic [C]. SPIE, 1992, 1698: 268-280.

[3] Lin Liangkui, Xie Kai, Xu Hui, et al.. Research on infrared imaging simulation of midcourse ballistic object target complex [J]. J Infrared and Millimeter Waves, 2009, 28(3): 218-223.

[4] Lin Liangkui, Xu Hui, Long Yunli, et al.. An algorithm of cluster tracking for midcourse ballistic object group by infrared multi-sensor based on probability hypothesis density filtering [J]. Acta Optica Sinica, 2011, 31(2): 0228001.

[5] Lin Zaipin, Zhou Yiyu, An Wei, et al.. Track-before-detect algorithm based on probability hypothesis density smoother [J]. Acta Optica Sinica, 2012, 32(10): 1012001.

[6] M J Waxman, O E Drummond. A bibliography of cluster (group) tracking [C]. SPIE, 2004, 5428: 551-560.

[7] S Gadaleta, M Klusman, A Poore, et al.. Multiple frame cluster tracking [C]. SPIE, 2002, 4728: 275-289.

[8] S Gadaleta, A Poore, S Roberts, et al.. Multiple hypothesis clustering multiple frame assignment tracking [C]. SPIE, 2004, 5428: 294-307.

[9] K Gilholm, S Godsill, S Maskell, et al.. Poisson models for extended target and group tracking [C]. SPIE, 2005, 5913: 230-241.

[10] K Gilholm, D Salmond. Spatial distribution model for tracking extended objects [J]. IEEE Proc Radar, Sonar Navig, 2005, 152(5): 364-371.

[11] R P S Mahler. Multitarget Bayes filtering via first-order multitarget moments [J]. IEEE Trans Aerospace and Electronic Systems, 2003, 39(4): 1152-1178.

[12] R P S Mahler. PHD filters for nonstandard target I: extended targets [C]. 12th International Conference on Information Fusion, 2009. 915-921.

[13] K Granstrom, C Lundquist, U Orguner. Extended target tracking using a Gaussian-mixture PHD filter [J]. IEEE Trans Aerospace and Electronic Systems, 2012, 48(4): 3268-3286.

[14] K Granstrom, C Lundquist, U Orguner. Tracking rectangular and elliptical extended targets using laser measurements [C]. 14th International Conference on Information Fusion, 2011.

[15] C Lundquist, K Granstrom, U Orguner. Estimating the shape of targets with a PHD filter [C]. 14th International Conference on Information Fusion, 2011.

[16] K Granstrom, U Orguner. A PHD filter for tracking multiple extended targets using random matrices [J]. IEEE Trans Signal Processing, 2012, 60(11): 5657-5671.

[17] J W Koch. Bayesian approach to extended object and cluster tracking using random matrices [J]. IEEE Trans Aerospace and Electronic Systems, 2008, 44(3): 1042-1059.

[18] M Baum, U D Hanebeck. Random hypersurface models for extended object tracking [C]. IEEE International Symposium on Signal Processing and Information Technology, 2009. 178-183.

[19] M Baum, B Noack, U D Hanebeck. Extended object and group tracking with elliptic random hypersurface models [C]. 13th Conference on Information Fusion, 2010.

[20] M Baum, U D Hanebeck. Shape tracking of extended objects and group targets with star-convex RHMs [C]. 14th International Conference on Information Fusion, 2011.

[21] M Baum, M Feldmann, D Franken, et al.. Extended object and group tracking: a comparison of random matrices and random hypersurface models [C]. GI Jahrestagung, 2010, 176(2): 904-906.

[22] S J Julier, J K Uhlmann. Unscented filtering and nonlinear estimation [J]. Proc IEEE, 2004, 92(3): 401-422.

[23] B O S Teixeira, L A B Trres, L A Aguirre, et al.. On unscented Kalman filtering with state interval constraints [J]. J Process Control, 2010, 20(1): 45-57.

[24] J Lan, X R Li. State estimation with nonlinear inequality constraints based on unscented transformation [C]. 14th International Conference on Information Fusion, 2011.

[25] S J Julier, J K Uhlmann. Reduced sigma point filters for the propagation of means and covariances through nonlinear transformations [C]. Proc American Control Conference, 2002, 2: 887-892.

[26] D Schuhmacher, Ba-Tuong Vo, Ba-Ngu Vo. A consistent metric for performance evaluation of multi-object filters [J]. IEEE Trans Signal Processing, 2008, 56(8): 3447-3457.

[27] SBIRS Transformational Capability [OL]. http://www.gwu.edu/~nsarchiv/NSAEBB/NSAEBB235/new54.pdf, 2006.

[28] Status of the Space Based Infrared System Program [OL]. http://www.gwu.edu/~nsarchiv/NSAEBB/NSAEBB235/42.pdf, 2005.

[29] Zhang Liang, Qiu Zhen′an, Yang Xiaoru, et al.. Research of infrared micro-scanning technology [J]. Laser & Optoelectronics Progress, 2012, 49(4): 042302.

[30] Liu Jiangwei, Shi Jiaming, Dang Kezheng, et al.. Simulation and experiment research on emissivity of infrared stealth coating [J]. Laser & Optoelectronics Progress, 2012, 49(1): 012001.

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