Bi-directional gated recurrent unit neural network based nonlinear equalizer for coherent optical communication system

Gaussian Mixture Model-Hidden Markov Model based Nonlinear Equalizer for Optical Fiber Transmission

(2020) fukui tian et al.   OPTICS EXPRESS

Degenerated look-up table–based perturbative fiber nonlinearity compensation algorithm for probabilistically shaped signals

(2020) Yiwen Wu et al.   OPTICS EXPRESS

AdaNN: Adaptive Neural Network-Based Equalizer via Online Semi-Supervised Learning

(2020) Qingyi Zhou et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

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

(2020) Ivan Aldaya et al.   OPTICS LETTERS

Memory-controlled deep LSTM neural network post-equalizer used in high-speed PAM VLC system

(2019) Xingyu Lu et al.   OPTICS EXPRESS

Approaching Terabits Per Carrier Metro-Regional Transmission Using Beyond-100GBd Coherent Optics With Probabilistically Shaped DP-64QAM Modulation

(2019) Hung-Chang Chien et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

LSTM networks enabled nonlinear equalization in 50-Gb/s PAM-4 transmission links

(2019) Xiaoxiao Dai et al.   APPLIED OPTICS

Low computationally complex recurrent neural network for high speed optical fiber transmission

(2019) Qingyi Zhou et al.   OPTICS COMMUNICATIONS

End-to-end optimized transmission over dispersive intensity-modulated channels using bidirectional recurrent neural networks

(2019) Boris Karanov et al.   OPTICS EXPRESS

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

(2019) Shaoliang Zhang et al.   Nature Communications

High Spectral Efficiency 400 Gb/s Transmission by Different Modulation Formats and Advanced DSP

(2019) Miao Kong et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Single-step digital backpropagation for subcarrier-multiplexing transmissions

(2019) Huazhi Lun et al.   OPTICS EXPRESS

Robust weighted K-means clustering algorithm for a probabilistic-shaped 64QAM coherent optical communication system

(2019) Xishuo Wang et al.   OPTICS EXPRESS

Blind Nonlinearity Equalization by Machine-Learning-Based Clustering for Single- and Multichannel Coherent Optical OFDM

(2018) Elias Giacoumidis et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Non-data-aided k-Nearest Neighbors Technique for Optical Fiber Nonlinearity Mitigation

(2018) Junfeng Zhang et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Volterra and Wiener Equalizers for Short-Reach 100G PAM-4 Applications

(2017) Nebojsa Stojanovic et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Reduction of Nonlinear Intersubcarrier Intermixing in Coherent Optical OFDM by a Fast Newton-Based Support Vector Machine Nonlinear Equalizer

(2017) Elias Giacoumidis et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

K-means-clustering-based fiber nonlinearity equalization techniques for 64-QAM coherent optical communication system

(2017) Junfeng Zhang et al.   OPTICS EXPRESS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Comparison of DSP-based nonlinear equalizers for intra-channel nonlinearity compensation in coherent optical OFDM

(2016) Elias Giacoumidis et al.   OPTICS LETTERS

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

(2015) Ping Lu et al.   IEEE NETWORK

Virtual Optical Network Embedding (VONE) Over Elastic Optical Networks

(2014) Long Gong et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

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

(2013) Yawei Yin et al.   Journal of Optical Communications and Networking

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

(2013) Long Gong et al.   Journal of Optical Communications and Networking

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

(2012) Zuqing Zhu et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Intrachannel Nonlinearity Compensation by Inverse Volterra Series Transfer Function

(2011) Ling Liu et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Digital Coherent Optical Receivers: Algorithms and Subsystems

(2010) Seb J. Savory   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation

(2009) Ezra Ip et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY