Pengcheng Deng, Rui Wang, Hui Yang, Anlin Yi. Optical Access Network Based on Non-Orthogonal Multiple Access and Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2022, 59(13): 1306006
- Laser & Optoelectronics Progress
- Vol. 59, Issue 13, 1306006 (2022)
Fig. 1. Long reach PON system based on PD-NOMA and CNN
Fig. 2. Simulation block diagram for long reach NOMA-PON downstream transmission based on modified CNN receiver
Fig. 3. Relationship between receiver sensitivity and PDR for SIC-based demodulation scheme
Fig. 4. Receiver BER of user 1 under different PDR
Fig. 5. Receiver BER of user 1 under different PDR
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Table 1. Training parameters of the CNN model
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Table 2. System fairness index of different receivers
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