Transfer learning assisted convolutional neural networks for modulation format recognition in few-mode fibers-Reference-Cited by-同舟云学术

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Transfer learning assisted convolutional neural networks for modulation format recognition in few-mode fibers

Published:2021-10-22 Issue:22 Volume:29 Page:36953
ISSN:1094-4087
Container-title:Optics Express
language:en
Short-container-title:Opt. Express

Author:

Zhu Xiaorong,Liu Bo,Zhu Xu,Ren Jianxin,Ullah Rahat,Mao Yaya,Wu Xiangyu,Li Mingye,Chen Shuaidong,Bai Yu

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Open Fund of IPOC

Opened Fund of the State Key Laboratory of Integrated Optoelectronics

Jiangsu team of innovation and entrepreneurship

The Startup Foundation for Introducing Talent of NUIST

Publisher

The Optical Society

Subject

Atomic and Molecular Physics, and Optics

Reference22 articles.

1. Dynamic Service Provisioning in Elastic Optical Networks With Hybrid Single-/Multi-Path Routing

2. Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks

3. Virtual Optical Network Embedding (VONE) Over Elastic Optical Networks

4. Efficient Resource Allocation for All-Optical Multicasting Over Spectrum-Sliced Elastic Optical Networks

5. Spectral and Spatial 2D Fragmentation-Aware Routing and Spectrum Assignment Algorithms in Elastic Optical Networks [Invited]

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1. Demonstration of IM/DD 3-Tbit/s PS-PAM8 transmission with wavelength and mode multiplexing based on neural network equalizer;Optics & Laser Technology;2024-09

2. A cost-effective joint multi-parameter optical performance monitoring scheme for high baud rate mode division multiplexing system;Optics Communications;2024-04

3. Multi-Task Optical Performance Monitoring Using a Transfer Learning Assisted Cascaded Deep Neural Network in WDM Systems;2024 International Conference on Computing, Networking and Communications (ICNC);2024-02-19

4. Deep learning and deep transfer learning-based OPM for FMF systems;Physical Communication;2023-10

5. Active learning for OPM in FMF systems;Physical Communication;2023-06

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