C-Band 53.76 Tbit/s Transmission Based on Bit Allocation Optimization with Raman Amplification

作     者：Ding Junjie Wang Chen Ju Zhou Zhu Bowen Sang Bohan Liu Bo Yu Jianjun 

作者机构：Key Laboratory for Information Science of Electromagnetic Waves(MoE)Fudan UniversityShanghai 200433China Nanjing University of Information Science and TechnologyNanjing 210044JiangsuChina 

出 版 物：《激光与光电子学进展》 (Laser & Optoelectronics Progress)

年 卷 期：2023年第60卷第7期

页      面：430-434页

核心收录：

学科分类：08[工学] 0803[工学-光学工程] 

基　　金：国家重点研发计划(2018YFB1800900) 国家自然科学基金(61935005,61720106015,61835002,62127802) 

主　　题：wavelength division multiplexing transmission Raman amplification bit allocation optimization neural network equalizer 

摘      要：We experimentally demonstrate an 80-channel wavelength division multiplexing(WDM)transmission system over a 400 km fiber *** amplification results in a non-flat WDM signal ***,bit allocation optimization is used to enable different channels to carry different order quadrature amplitude modulation signals according to their optical signal-noise-ratios.A neural network equalizer based on a convolutional neural network(CNN),long shortterm memory(LSTM)network,and fully connected(FC)layer structure is adopted in Rx digital signal processing,in which CNN is used for characteristic extraction,LSTM is used for equalization and demodulation,and FC layers are used for *** transmission,the bit error rate of all channels is below the 25%soft-decision forward error correction threshold,and the line rate reaches 53.76 Tbit/s.