Yunpeng Liu, Xiaoli Huo, Zhichao Liu. Optical fiber network abnormal data detection algorithm based on deep learning[J]. Infrared and Laser Engineering, 2021, 50(6): 20210029
- Infrared and Laser Engineering
- Vol. 50, Issue 6, 20210029 (2021)
Fig. 1. Flow chart of DL-GA algorithm
Fig. 2. Comparison of the stability of the three algorithms
Fig. 3. Convergence time of the three algorithms for different data sets
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Table 1. Statistical table of test abnormal data volume and actual abnormal data volume
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