Acta Photonica Sinica, Volume. 50, Issue 11, 1110003(2021)

Space Target Recognition Method Based on Adaptive Spatial Filtering Multistage Hypothesis Testing

Shuzhuo MIAO1...2, Cunbo FAN1,*, Guanyu WEN1, Jian GAO1 and Guohai ZHAO1 |Show fewer author(s)
Author Affiliations
  • 1Changchun Observatory/NAO,Chinese Academy of Sciences,Changchun 130117,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
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    Figures & Tables(10)
    Schematic diagram of space target recognition method based on ASMHT algorithm
    The calculation method of the DOG extreme point
    Schematic diagram of the changes of different types of targets in the continuous multi-frame filtering window
    Schematic diagram of improved multistage hypothesis testing method
    Screening method of the target trajectory
    Preliminary screening results of spatial filtering algorithm based on DOG
    ROC curve test results under different SNR
    Part of the real star map test results based on ASMHT algorithm
    • Table 1. Statistics of suspected space target screening results

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      Table 1. Statistics of suspected space target screening results

      Total number of SSTFST after screeningDetection rate of FST/%ST after screeningDetection rate of ST/%Total detection rate of SST/%
      330288963010096.36
      63057996.52996.6696.5
      93086295.773010095.91
      1 2301 15095.833010095.93
      1 5301 44396.22996.696.2
    • Table 2. Statistics of space target screening results

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      Table 2. Statistics of space target screening results

      Detection rate/%False alarm rate/%Average processing time/s
      Method in Ref.[1092.0857.230.97
      Method in Ref.[1190.210.9118.72
      Method in Ref.[1291.145.584.3
      ASMHT94.492.051.96
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    Shuzhuo MIAO, Cunbo FAN, Guanyu WEN, Jian GAO, Guohai ZHAO. Space Target Recognition Method Based on Adaptive Spatial Filtering Multistage Hypothesis Testing[J]. Acta Photonica Sinica, 2021, 50(11): 1110003

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    Paper Information

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    Received: Apr. 15, 2021

    Accepted: May. 17, 2021

    Published Online: Dec. 2, 2021

    The Author Email: FAN Cunbo (fancb@cho.ac.cn)

    DOI:10.3788/gzxb20215011.1110003

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