Mu Di, Meng Wen, Zhao Shanghong, Wang Xiang, Liu Wenya. Intelligent Optical Communication Based on Wasserstein Generative Adversarial Network[J]. Chinese Journal of Lasers, 2020, 47(11): 1106005
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- Chinese Journal of Lasers
- Vol. 47, Issue 11, 1106005 (2020)
Fig. 1. End-to-end communication system. (a) Structure diagram of end-to-end communication system; (b) structure diagram of automatic encoder and automatic decoder
Fig. 2. Diagram of GAN structure
Fig. 3. Training structure of receiver, transmitter, generator
Fig. 4. BLER curve in AWGN channel
Fig. 5. BLER curve in Lognormal channel
Fig. 6. Change of accuracy and loss value with number of samples. (a) Loss value; (b) accuracy
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Table 1. Model parameter
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Table 2. Lognormal channel parameters
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