基于LMfr-IPDA的有限传感器分辨率多目标跟踪
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空军工程大学导弹学院 防空指挥系

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殷业飞

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Finite resolution multitarget tracking based on LMfr-IPDA
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    摘要:

    以往的目标跟踪算法大多假定传感器分辨率是无限的, 即量测与目标一一对应, 而这并不符合实际. 对此, 提出一种利用线性多目标(LM) 跟踪算法简化结构获得LM有限分辨率(LMfr) 跟踪算法, 并将其与集成概率数据关联(IPDA) 相结合, 推导出LMfr-IPDA多目标跟踪算法. 仿真实验中, 注重于虚假航迹的辨别性能与航迹保持能力, 将LMfr-IPDA与LM-IPDA和IPDA在杂波环境中使用有限分辨率传感器对6 个交叉目标的目标跟踪性能进行了比较, 从而验证了算法的有效性.

    Abstract:

    A vast majority of target tracking algorithms are developed with the assumption of infinite sensor resolution, where a measurement only has one source. This assumption is not valid for real sensors. Therefore, a multi-target tracking algorithm is presented, which utilizes a simple structure of LM tracking procedure to obtain a LM finite resolution(LMfr) tracking procedure. Then the method is combined with IPDA to form a multi-target tracking method which is the so-called LMfr-IPDA. A simulation study is presented which compares LMfr-IPDA with LM-IPDA and IPDA target tracking in a
    cluttered environment utilizing a finite resolution sensor with six crossing targets. The study concentrates on the false track discrimination performance and the track retention capabilities. The simulation results show the effectiveness of the method.

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殷业飞.基于LMfr-IPDA的有限传感器分辨率多目标跟踪[J].控制与决策,2010,25(6):911-915

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  • 收稿日期:2009-05-11
  • 最后修改日期:2009-10-15
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  • 在线发布日期: 2010-06-20
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