Hybrid Neural Network Receiver for Direct Detection of Minimum-phase Signal

Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany

Tagungsband: ITG-Fb. 317: ECOC 2024

Seiten: 4Sprache: EnglischTyp: PDF

Autoren:
Dong, Xiangyong; Yu, Zhenming; Huang, Hongyu; Sun, Kaixuan; Xu, Kun

Inhalt:
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.