• Infrared and Laser Engineering
  • Vol. 50, Issue 9, 20200402 (2021)
Shuzhuo Miao1、2, Ning An1、*, Jian Gao1, Guanyu Wen1, Qingli Song1, Xue Dong1, Lei Ma1, and Cunbo Fan1
Author Affiliations
  • 1Changchun Observatory/National Astronomical Observatories, Chinese Academy of Sciences, Changchun 130117, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/IRLA20200402 Cite this Article
    Shuzhuo Miao, Ning An, Jian Gao, Guanyu Wen, Qingli Song, Xue Dong, Lei Ma, Cunbo Fan. Numerical simulation and data processing of ground target in SLR system[J]. Infrared and Laser Engineering, 2021, 50(9): 20200402 Copy Citation Text show less
    Flow chart of ground target numerical simulation of SLR
    Fig. 1. Flow chart of ground target numerical simulation of SLR
    Simulated ground target measurement data in daytime
    Fig. 2. Simulated ground target measurement data in daytime
    Actual ground target measurement data in daytime (UTC:8∶05;TEMP:25 ℃,sunny)
    Fig. 3. Actual ground target measurement data in daytime (UTC:8∶05;TEMP:25 ℃,sunny)
    Flow chart of ANCM algorithm
    Fig. 4. Flow chart of ANCM algorithm
    Statistics of pure noise data measured at Changchun station (UTC:8∶10;TEMP:19 ℃,sunny)
    Fig. 5. Statistics of pure noise data measured at Changchun station (UTC:8∶10;TEMP:19 ℃,sunny)
    Data and echo waveform comparison before and after pre-processing. (a) Data before processing; (b) Data after processing; (c) Echo waveform before pre-processing; (d) Echo waveform after pre-processing
    Fig. 6. Data and echo waveform comparison before and after pre-processing. (a) Data before processing; (b) Data after processing; (c) Echo waveform before pre-processing; (d) Echo waveform after pre-processing
    [in Chinese]
    Fig. 6. [in Chinese]
    Standard deviation change of original data points (Distance of the ground target is set to 3 m)
    Fig. 7. Standard deviation change of original data points (Distance of the ground target is set to 3 m)
    Threshold change of noise at different distances
    Fig. 8. Threshold change of noise at different distances
    Statistical results between standard point algorithm and ANCM. (a) Change of precision; (b) Change of data points; (c) Change of processing time
    Fig. 9. Statistical results between standard point algorithm and ANCM. (a) Change of precision; (b) Change of data points; (c) Change of processing time
    Simulated data pointsActual data points
    1Total1000010000
    Average/ns209.7017209.7344
    Standard deviation/ns0.05110.0557
    Pearson correlation coefficient0.9510
    2Total1000010000
    Average/ns209.7214209.7275
    Standard deviation/ns0.04820.0510
    Pearson correlation coefficient0.9247
    3Total1000010000
    Average/ns209.7531209.7391
    Standard deviation/ns0.05080.0498
    Pearson correlation coefficient0.9452
    Table 1. Statistical results of simulated data points and actual data points
    TimesTotalValid pointsAverage/nsStandard deviation/ns
    15000848169.97450.0177
    25000387169.97410.0153
    35000329169.97430.0126
    45000328169.97420.0125
    55000328169.97420.0125
    65000328169.97420.0125
    Table 2. Precision of valid points with different iteration times
    Traditional algorithmANCM algorithm
    Valid points200267
    Standard deviation/ns0.03730.0153
    Processing time/s2.841.45
    Table 3. Processing results of traditional ground target data processing algorithm and ANCM algorithm (UTC: 8∶55; TEMP: 22 ℃, sunny)
    Shuzhuo Miao, Ning An, Jian Gao, Guanyu Wen, Qingli Song, Xue Dong, Lei Ma, Cunbo Fan. Numerical simulation and data processing of ground target in SLR system[J]. Infrared and Laser Engineering, 2021, 50(9): 20200402
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