4.7 Article

Convolutional Neural Network-Aided DP-64 QAM Coherent Optical Communication Systems

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

Distributed Optical Fiber Sensing System for Large Infrastructure Temperature Monitoring

Yongjun Wang et al.

Summary: In this article, a distributed optical fiber sensing system for large infrastructure temperature monitoring is proposed, and a quaternion wavelet transform (QWT) image denoising algorithm is introduced. The algorithm successfully addresses the original edge node data for the structural monitoring networks of large infrastructures. Experimental results demonstrate that the proposed method improves the signal-to-noise ratio and the frequency accuracy, and shows good performance in terms of processing speed.

IEEE INTERNET OF THINGS JOURNAL (2022)

Article Computer Science, Information Systems

Dynamic Distributed Multi-Path Aided Load Balancing for Optical Data Center Networks

Fu Wang et al.

Summary: This study establishes a leaf-spine Hoe-DCN model to illustrate the principal characteristic of dynamic load balancing in TOR switches for the first time. Moreover, a dynamic distributed multi-path (DDMP) load balancing algorithm is proposed, which relies on dynamic hashing computing for network flow distribution in DCNs and effectively improves the overall performance of the Hoe-DCNs.

IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT (2022)

Article Engineering, Electrical & Electronic

Compensation of Nonlinear Impairments Using Inverse Perturbation Theory With Reduced Complexity

Alexey Redyuk et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2020)

Article Multidisciplinary Sciences

Field and lab experimental demonstration of nonlinear impairment compensation using neural networks

Shaoliang Zhang et al.

NATURE COMMUNICATIONS (2019)

Article Engineering, Electrical & Electronic

Non-Data-Aided k-Nearest Neighbors Technique for Optical Fiber Nonlinearity Mitigation

Junfeng Zhang et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2018)

Article Computer Science, Artificial Intelligence

Recent advances in convolutional neural networks

Jiuxiang Gu et al.

PATTERN RECOGNITION (2018)

Article Engineering, Electrical & Electronic

Nonlinearity Mitigation Using a Machine Learning Detector Based on k-Nearest Neighbors

Danshi Wang et al.

IEEE PHOTONICS TECHNOLOGY LETTERS (2016)

Article Engineering, Electrical & Electronic

Simplified Volterra Series Nonlinear Equalizer for Polarization-Multiplexed Coherent Optical Systems

Fernando P. Guiomar et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2013)

Article Engineering, Electrical & Electronic

Nonparameter Nonlinear Phase Noise Mitigation by Using M-ary Support Vector Machine for Coherent Optical Systems

Minliang Li et al.

IEEE PHOTONICS JOURNAL (2013)

Article Engineering, Electrical & Electronic

Multiplier-Free Intrachannel Nonlinearity Compensating Algorithm Operating at Symbol Rate

Zhenning Tao et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2011)

Article Engineering, Electrical & Electronic

Nonlinear Compensation Using Backpropagation for Polarization-Multiplexed Transmission

Ezra Ip

JOURNAL OF LIGHTWAVE TECHNOLOGY (2010)