Kaibin Feng, Rufeng Tang, Rongwang Li, Yuqiang Li. Application of Deep Learning in Data Processing of Satellite Laser Ranging[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0407001
- Laser & Optoelectronics Progress
- Vol. 58, Issue 4, 0407001 (2021)
Fig. 1. Flow chart of laser ranging data processing based on deep learning
Fig. 2. Collection date of experimental data and target quantity
Fig. 3. Results of Ajisai laser ranging satellite. (a) Original data; (b)result after treatment by proposed algorithm; (c) zoomed result
Fig. 4. Results of space debris 001575. (a) Original data; (b)result after treatment by proposed algorithm; (c) zoomed result
Fig. 5. Results of space debris 20580. (a) Original data; (b)result after treatment by proposed algorithm; (c) zoomed result
Fig. 6. Cumulative distribution of coincidence percentage
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Table 1. Performance of deep neural networks under different numbers of ranging residual images
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Table 2. Recognization result comparison of proposed algorithm and Graz method
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Table 3. Comparison of batch ranging results
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