• Acta Optica Sinica
  • Vol. 32, Issue 10, 1012003 (2012)
Lin Zaiping*, Zhou Yiyu, An Wei, and Xu Yang
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/aos201232.1012003 Cite this Article Set citation alerts
    Lin Zaiping, Zhou Yiyu, An Wei, Xu Yang. Track-Before-Detect Algorithm Based on Probability Hypothesis Density Smoother[J]. Acta Optica Sinica, 2012, 32(10): 1012003 Copy Citation Text show less
    References

    [1] M. Zhang, M. Y. Cong, L. P. Wang. Algorithm for optical weak small targets detection and tracking: review[C]. IEEE Int. Conf. Neural Networks & Signal Processing Nanjing, 2003, 1: 643~647

    [2] S. M. Tonissen, Y. Bar-Shalom. Maximum likelihood track-before-detect with fluctuating target amplitude[J]. IEEE Trans. AES., 1998, 34(3): 796~809

    [3] R. P. S. Mahler. Multi-target bayes filtering via first-order multitarget moments[J]. IEEE Trans. AES., 2003, 39(4): 1152~1178

    [4] B. N. Vo, S. Singh, A. Doucet. Sequential Monte Carlo methods for multitarget filtering with random finite sets [J]. IEEE Trans. AES., 2005, 41(4): 1224~1245

    [5] B. N. Vo, W. K. Ma. The Gaussian mixture probability hypothesis density filter [J]. IEEE Trans. Signal Processing, 2006, 54(11): 4091~4104

    [6] N. Nandakumaran, K. Punithakumar, T. Kirubarajan. Improved multi-target tracking using probability hypothesis density smoothing [C]. SPIE, 2007, 6699: 66990M

    [7] Lin Liangkui, Xu Hui, An Wei et al.. Closely spaced objects infrared super-resolution algorithm based on particles warm optimization [ J] . Acta Optica Sinica, 2010, 30(6): 1645~1650

    [8] Sheng Weidong, Long Yunli, Zhou Yiyu. Analysis of target location accuracy in space-based optical sensor network [J]. Acta Optica Sinica, 2011, 31(2): 0228001

    [9] R. Mahler. PHD filters of higher order in target number [J]. IEEE Trans. Aerospace and Electronic Systems, 2007, 43(3): 1523~1543

    [10] Lin Liangkui, Xu Hui, An Wei et al.. Tracking of midcourse ballistic target group with space-based infrared FPA based on random finite set [J]. J. Infrared and Millim Waves, 2010, 29(6): 465~470

    [11] Tian Shurong, Wang Guohong, He You. Multi-target tracking with probability hypothesis density particle filter [J]. J. NaVal Aeronautical Engineering Institute, 2007, 22(4): 418~429

    [12] Dong Kangjun, Feng Yang. PHD filtering in multi-target tracking [J]. J. Weinan Teachers University, 2008, 23(2):42~46

    [13] K. Punithakumar, T. Kirubarajan. A sequential Monte Carlo probability hypothesis density algorithm for multitarget track-before-detect [C].SPIE, 2005, 5913: 587~594

    [14] Lin Liangkui, Xu Hui, An Wei et al.. An algorithm of cluster tracking for midcourse ballistic object group by infrared multi-sensor based on probability hypothesis density filtering [J]. Acta Optic Sinica, 2011, 31(2): 0228002

    [15] Lian Feng, Han Chongzhao, Liu Weifeng et al.. Multiple-model probability hypothesis density smoother [J]. Acta Automatica Sinica, 2010, 36(2): 939~948

    [16] B. N. Vo, B. T. Vo, N. T. Pham et al.. Joint detection and estimation of multiple objects from image observations[J]. IEEE Trans. Signal Processing, 2010, 58(10): 5129~5141

    [17] D. Clark, B. Ristic, B. N. Vo et al.. Bayesian multi-object filtering with amplitude feature likelihood for unknown object SNR[J]. IEEE Trans. Signal Processing, 2010, 58(1): 26~37

    [18] R. Mahler. PHD filters of higher order in target number [J]. IEEE Trans. Aerospace and Electronic Systems, 2007, 43(3): 1523~1543

    [19] D. Sohuhmacher, B. T. Vo, B. N. Vo. A consistent metric for performance evaluation of multi-object filters[J]. IEEE Trans. Signal Processing, 2008, 56(8): 3447~3457

    [20] B. T. Vo, B. N. Vo, A. Cantoni. Analytic implementations of the cardinalized probability hypothesis density filter [J]. IEEE Trans. Signal Processing, 2007, 55(7): 3553~3567

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    Lin Zaiping, Zhou Yiyu, An Wei, Xu Yang. Track-Before-Detect Algorithm Based on Probability Hypothesis Density Smoother[J]. Acta Optica Sinica, 2012, 32(10): 1012003
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