Yubin Zang, Zhenming Yu, Kun Xu, Minghua Chen, Sigang Yang, Hongwei Chen, "Fiber communication receiver models based on the multi-head attention mechanism," Chin. Opt. Lett. 21, 030602 (2023)
- Chinese Optics Letters
- Vol. 21, Issue 3, 030602 (2023)
Fig. 1. Structure of the communication scenario, the traditional receiver, and the AI-based receiver model containing multi-head attention mechanism.
Fig. 2. Data formats and collection configurations.
Fig. 3. Performance of convergence of AI-based receiver model through training.
Fig. 4. BER-SNR diagram of the universal receiver model.
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Table 1. Important Parameters for the Model, Data Set, and Numerical Demonstration
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