Infrared and Laser Engineering, Volume. 51, Issue 5, 20210419(2022)
Demodulation method of overlapping spectrum based on convolutional neural network
Fig. 1. Schematic diagram of the aliasing spectrum data acquisition system
Fig. 2. Program block diagram of the upper computer of the aliasing spectrum data acquisition
Fig. 3. Overlap process of the spectrum in the display interface of the host computer
Fig. 4. Schematic diagram of 1D convolutional neural network structure
Fig. 5. CNN training time and test time under different training samples
Fig. 7. Spectral demodulation results under different degrees of aliasing
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Hanlin Liu, Jingtao Xin, Wei Zhuang, Jiabin Xia, Lianqing Zhu. Demodulation method of overlapping spectrum based on convolutional neural network[J]. Infrared and Laser Engineering, 2022, 51(5): 20210419
Category: Optical communication and sensing
Received: Dec. 25, 2021
Accepted: --
Published Online: Jun. 14, 2022
The Author Email: Zhuang Wei (zhuangwei@bistu.edu.cn)