Fei Wang, Ran Gao, Zhipei Li, Jie Liu, Yi Cui, Qi Xu, Xiaolong Pan, Lei Zhu, Fu Wang, Dong Guo, Huan Chang, Sitong Zhou, Ze Dong, Qi Zhang, Qinghua Tian, Feng Tian, Xin Huang, Jinghao Yan, Lin Jiang, Xiangjun Xin
Nonlinear impairment in a high-speed orbital angular momentum (OAM) mode-division multiplexing (MDM) optical fiber communication system presents high complexity and strong stochasticity due to the massive optoelectronic devices. In this paper, we propose an Affinity Network (AffinityNet) nonlinear equalizer for an OAM-MDM intensity-modulation direct-detection (IM/DD) transmission with four OAM modes. The labeled training and testing signals from the OAM-MDM system can be regarded as "small sample" and "large target", respectively...
July 3, 2023: Optics Express