Hybrid Neural Network Receiver for Direct Detection of Minimum-phase Signal
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Dong, Xiangyong; Yu, Zhenming; Huang, Hongyu; Sun, Kaixuan; Xu, Kun
Abstract:
We propose a hybrid neural network receiver for direct detection of minimum-phase signal, outperforming the Kramers-Kronig receiver. The results show that it reduces the required CSPR for HDFEC by 3 dB, lowers sampling rate for complex field reconstruction, and effectively compensates for propagation-related impairments.