Electronics Optics & Control, Volume. 23, Issue 2, 65(2016)

Application of GM-PHD Filtering Algorithm in IRST

GONG Jian-po1...2, CHEN Min3, ZHOU De-zhao1 and CHENG Xiao-liang1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(8)

    [2] [2] VO B N,VO B T,SINGH S.Sequential Monte Carlo me-thods for multi-target filtering with random finite sets[C]//Intelligent Sensors,Sensor Networks and Information Processing Conference,2004:313-318.

    [3] [3] VO B N,MA W K.The Gaussian mixture probability hypothesis density filter[J].IEEE Transactions on Aerospace and Electronic Systems,2006,54(11):4091-4104.

    [5] [5] GULMEZOGLU B,GULDOGAN M B,GEZICI S.Multiperson tracking with a network of ultrawideband radar sensors based on Gaussian mixture PHD filters[J].IEEE Sensors Journal,2015,15(4):2227-2237.

    [6] [6] MAHLER R.Multitarget Bayes filtering via first-order multitarget moments[J].IEEE Transactions on Aerospace and Electronic Systems,2003,39(4):1152-1178.

    [7] [7] MAHLER R.PHD filters of higher order in target number[J].IEEE Transactions on Aerospace and Electronic Systems,2007,43(4):1525-1543.

    [8] [8] VO B N.A closed-form solution for the probability hypothesis density filter[C]//Information Fusion,8th International Conference,2005:25-28.

    [9] [9] VO B N,SINGH S,DOUCET A.Sequential Monte Carlo implementation of the PHD filter for multi-target tracking[J].IEEE Transactions on Aerospace and Electronic Systems,2005,41(4):1224-1245.

    [10] [10] HO Y C,LEE R C K.A Bayesian approach to problems in stochastic estimation and control[J].IEEE Transactions on Automatic Control,1964,9(4):333-339.

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    GONG Jian-po, CHEN Min, ZHOU De-zhao, CHENG Xiao-liang. Application of GM-PHD Filtering Algorithm in IRST[J]. Electronics Optics & Control, 2016, 23(2): 65

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    Paper Information

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    Received: Jul. 6, 2015

    Accepted: --

    Published Online: Mar. 25, 2016

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2016.02.014

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