Xiaowei Chen, Wenyue Zhu, Xianmei Qian, Tao Luo, Gang Sun, Qing Liu, Xuebin Li, Ningquan Weng. Estimation of Surface Layer Optical Turbulence Using Artificial Neural Network[J]. Acta Optica Sinica, 2020, 40(24): 2401002
- Acta Optica Sinica
- Vol. 40, Issue 24, 2401002 (2020)
Fig. 1. Surface-layer atmospheric parameter measuring system
Fig. 2. MLP neural network structure
Fig. 3. Daily evolution of
Fig. 4. Iterative computation result of genetic algorithm in feature selection process
Fig. 5. Performance of MLP model varying with number of neurons. (a) MAE; (b) R2
Fig. 6. Estimated value and measured value of
Fig. 7. Estimated value and measured value of
Fig. 8. Estimated value and measured value of
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