期刊文献+

GM-CPHD自适应门限目标跟踪算法研究

GM-CPHD Adaptive Threshold Target Tracking Algorithm Research
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摘要 该文提出利用一种最大似然自适应门限的快速算法,该算法首先利用自适应的对观测进行门限处理,然后仅利用处于门限内的有效观测进行GM-CPHD算法的更新步计算,大大降低了算法的计算复杂度。 Due to the fact that classic GM-CPHD filer has a great computational complexity, a adaptive gating algorithm is proposed in this paper, which reduces the measurements set by using a max likelihood adaptive gate, and only the measurement falling into the gate can be used to update the PHD estimation.
机构地区 海军潜艇学院
出处 《电脑知识与技术(过刊)》 2014年第7X期4804-4805,共2页 Computer Knowledge and Technology
关键词 多目标跟踪 带有势估计的概率假设密度滤波 自适应门限 GM-CPHD算法 Multitarget tracking Track-Before-Detect(TBD) Gaussian mixture CPHD Adaptive gating
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参考文献5

  • 1Bar-Shalom Y,Li XR.Multitarget-Multisensor Tracking: Principles and Techniques. Journal of Women s Health . 1995
  • 2Bar-Shalom Y,Fortmann TE.Tracking and data association. Journal of Women s Health . 1988
  • 3Mahler,Ronald P.S.Multitarget Bayes Filtering via First-Order Multitarget Moments. IEEE Transactions on Aerospace and Electronic Systems . 2003
  • 4Mahler,Ronald.PHD filters of higher order in target number. IEEE Transactions on Aerospace and Electronic Systems . 2007
  • 5Mahler R.Random sets:unification and computation for information fusion—a retrospective assess-ment. Proceeds of the7th International Conference on Information Fusion . 2004

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