TL-ANN Based Nonlinear Equalization for Multi-Users Radio Over Fiber System-Reference-Cited by-同舟云学术

TL-ANN Based Nonlinear Equalization for Multi-Users Radio Over Fiber System

Published:2023-03-01 Issue:5 Volume:41 Page:1399-1405
ISSN:0733-8724
Container-title:Journal of Lightwave Technology
language:
Short-container-title:J. Lightwave Technol.

Author:

Liu Enji¹,Yu Zhenming¹^ORCID,Song Yunyu¹,Sun Kaixuan¹^ORCID,Huang Hongyu¹,Yin Feifei¹^ORCID,Zhou Yue¹,Xu Kun¹^ORCID

Affiliation:

1. State Key Laboratory of Information Photonics and Optical Communications, School of Electronic Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Fund of State Key Laboratory of Information Photonics and Optical Communication BUPT

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/50/10058093/09944881.pdf?arnumber=9944881

Reference21 articles.

1. Multi-task deep neural network (MT-DNN) enabled optical performance monitoring from directly detected PDM-QAM signals

2. A Novel ANN Equalizer to Mitigate Nonlinear Interference in Analog-RoF Mobile Fronthaul

3. Nonlinear Distortions Compensation Based on Artificial Neural Networks in Wideband and Multi-Carrier Systems

4. Compensation of nonlinear distortion in coherent optical OFDM systems using a MIMO deep neural network-based equalizer

5. A Survey on Transfer Learning

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1. A Grouped-ANN Equalizer for the Rotated PS 64QAM OFDM in W-Band ROF System;IEEE Photonics Technology Letters;2024-10-01

2. Machine Learning Methods Towards Analog mm-Wave Systems;2024 24th International Conference on Transparent Optical Networks (ICTON);2024-07-14

3. One-Shot Blind Frequency-Domain Nonlinear Equalization for Millimeter-Wave Fiber-Wireless IFoF Mobile Fronthaul System;Journal of Lightwave Technology;2023-07-15

4. 400 Gbit/s 4 mode transmission for IM/DD OAM mode division multiplexing optical fiber communication with a few-shot learning-based AffinityNet nonlinear equalizer;Optics Express;2023-06-21

5. 592 Gbps/$\uplambda$ Capacity of Equivalent Fronthaul Channel Based on Time-Interleaved Digital-Analog Radio-Over-Fiber;Journal of Lightwave Technology;2023