Infrared and Laser Engineering, Volume. 49, Issue 11, 20200245(2020)

Full waveform decomposition of spaceborne laser based on genetic algorithm

Junfeng Xie1... Chenchen Yang1,2,*, Yongkang Mei1,3 and Baomin Han2 |Show fewer author(s)
Author Affiliations
  • 1Land Satellite Remote Sensing Application Center, Ministry of National Resources, Beijing 100048, China
  • 2School of Civil and Architecture Engineering, Shandong University of Technology, Zibo 255000, China
  • 3College of Geoscience and Surveying Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China
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    Figures & Tables(9)
    Gaussian decomposition of a single figure
    Laser waveform in complex terrain
    Original waveform
    Fitted waveform
    Data and gradient distribution map of GF-7 in the study area
    Data and gradient distribution map of GF-7 in the study area
    • Table 1.

      Basic parameters of the GF-7 laser altimeter

      高分七号激光测高仪基本参数

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      Table 1.

      Basic parameters of the GF-7 laser altimeter

      高分七号激光测高仪基本参数

      ParametersValue
      Laser beam2
      Pulse wavelength/nm1064
      Pulse energy/mJ100-180 (adjustable)
      Pulse width/ns4-8
      Repetition rate/Hz3/6 (adjustable)
      Digital interval/ns0.5
      Ranging range/km450-550
      Ranging accuracy/m≤0.3
    • Table 2.

      Statistical table of waveform decomposition test results

      波形分解实验结果统计表

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      Table 2.

      Statistical table of waveform decomposition test results

      波形分解实验结果统计表

      Feature typeTraditional methodImproved waveform data processing method
      NumberRSSR2NumberRSSR2
      Forest2Divergence040.000 170.993
      Mountain10.005 6740.93130.000 160.997
      Desert10.000 6790.990 510.000 169 90.997
      Duilding20.000 8350.99920.000 070.999
      Lake10.000 373 90.99810.000 040.999
      Sea10.000 160.9910.000 040.999
      Field10.001 180.99710.000 040.999
      Ice10.000 260.9910.000 040.999
    • Table 3.

      Indexs comparison of accuracy evalution of the height extraction used by the traditional method and the improved method

      传统方法与改进方法树高提取精度指标对比

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      Table 3.

      Indexs comparison of accuracy evalution of the height extraction used by the traditional method and the improved method

      传统方法与改进方法树高提取精度指标对比

      Evaluating indicatorME/m RMSE/m COV
      Traditional method0.6183.160 90.71
      Improved waveform data processing method0.5341.160 90.87
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    Junfeng Xie, Chenchen Yang, Yongkang Mei, Baomin Han. Full waveform decomposition of spaceborne laser based on genetic algorithm[J]. Infrared and Laser Engineering, 2020, 49(11): 20200245

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    Paper Information

    Category: Issue-Space-borne laser altimetry technology

    Received: Jun. 14, 2020

    Accepted: --

    Published Online: Jan. 4, 2021

    The Author Email: Yang Chenchen (chyangcc@163.com)

    DOI:10.3788/IRLA20200245

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