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Fiber Nonlinearity Equalizer Based on Support Vector Classification for Coherent Optical OFDM

IEEE photonics journal, 2016-04, Vol.8 (2), p.1-9

2016

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Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation

Journal of lightwave technology, 2020-06, Vol.38 (11), p.3059-3066

2020

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Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Journal of lightwave technology, 2021-03, Vol.39 (6), p.1696-1705

2021

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

Journal of lightwave technology, 2022-05, Vol.40 (9), p.2880-2889

2022

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Intra-Channel Nonlinearity Mitigation in Optical Fiber Transmission Systems Using Perturbation-Based Neural Network

Journal of lightwave technology, 2022-11, Vol.40 (21), p.7106-7116

2022

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Coupled Transceiver-Fiber Nonlinearity Compensation Based on Machine Learning for Probabilistic Shaping System

Journal of lightwave technology, 2021-01, Vol.39 (2), p.388-399

2021

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A Novel Adaptive PWL Equalizer Using Soft-Partition for DML-Based PAM-6 Transmission

Journal of lightwave technology, 2024-04, Vol.42 (8), p.2744-2751

2024

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Soft-Demapping for Short Reach Optical Communication: A Comparison of Deep Neural Networks and Volterra Series

Journal of lightwave technology, 2021-05, Vol.39 (10), p.3095-3105

2021

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Coherent WDM Transmission Over NANF for High-Capacity Intra-Data-Center Interconnection

IEEE journal of selected topics in quantum electronics, 2024-11, Vol.30 (6: Advances and Applications of Hollow-Core Fibers), p.1-9

2024

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Performance Analysis of a 28 GHz Wideband Analog Radio-over-Fiber Fronthaul with Channel Nonlinearity Compensation

Journal of lightwave technology, 2024-06, p.1-8

2024

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Semi-Supervised and Supervised Nonlinear Equalizers in Fiber-FSO Converged System

Journal of lightwave technology, 2021-10, Vol.39 (19), p.6175-6181

2021

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Neural Network-Based Successive Interference Cancellation for Non-Linear Bandlimited Channels

IEEE transactions on communications, 2024-09, p.1-1

2024

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Performance and Complexity Analysis of Bi-Directional Recurrent Neural Network Models Versus Volterra Nonlinear Equalizers in Digital Coherent Systems

Journal of lightwave technology, 2021-09, Vol.39 (18), p.5791-5798

2021

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Recurrent Neural Networks and Recurrent Optical Spectrum Slicers as Equalizers in High Symbol Rate Optical Transmission Systems

Journal of lightwave technology, 2023-08, Vol.41 (15), p.5037-5050

2023

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Feedforward and Recurrent Neural Network-Based Transfer Learning for Nonlinear Equalization in Short-Reach Optical Links

Journal of lightwave technology, 2021-01, Vol.39 (2), p.475-480

2021

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Nonlinearity-Aware Adaptive Bit and Power Loading DMT Transmission Over Low-Crosstalk Ring-Core Fiber With Mode Group Multiplexing

Journal of lightwave technology, 2020-11, Vol.38 (21), p.5875-5882

2020

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A Multilevel Artificial Neural Network Nonlinear Equalizer for Millimeter-Wave Mobile Fronthaul Systems

Journal of lightwave technology, 2017-10, Vol.35 (20), p.4406-4417

2017

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Neural Network Nonlinear Equalizer in Long-Distance Coherent Optical Transmission Systems

IEEE photonics technology letters, 2021-05, Vol.33 (9), p.421-424

2021

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Compensation of Nonlinear Impairments Using Inverse Perturbation Theory With Reduced Complexity

Journal of lightwave technology, 2020-03, Vol.38 (6), p.1250-1257

2020

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Adaptive Turbo Equalization for Nonlinearity Compensation in WDM Systems

Journal of lightwave technology, 2021-11, Vol.39 (22), p.7124-7134

2021

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Fiber Impairment Compensation Using Coherent Detection and Digital Signal Processing

Journal of lightwave technology, 2010-02, Vol.28 (4), p.502-519

2010

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Nonlinear Compensation Using Backpropagation for Polarization-Multiplexed Transmission

Journal of lightwave technology, 2010-03, Vol.28 (6), p.939-951

Ip, E.

2010

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A tutorial on fiber Kerr nonlinearity effect and its compensation in optical communication systems

Journal of optics (2010), 2021-12, Vol.23 (12), p.123502

Kumar Orappanpara Soman, Sunish

2021

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Combined Symbol-Pattern-Dependent Adaptive Equalization and Sequence Detection for Coherent Optical Fiber Communications

Journal of lightwave technology, 2022-03, Vol.40 (5), p.1320-1329

2022

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

Optics letters, 2016-06, Vol.41 (11), p.2509-2512

2016

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Fiber Nonlinearity Equalizer Based on Support Vector Classification for Coherent Optical OFDM

Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation

Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

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

Intra-Channel Nonlinearity Mitigation in Optical Fiber Transmission Systems Using Perturbation-Based Neural Network

Coupled Transceiver-Fiber Nonlinearity Compensation Based on Machine Learning for Probabilistic Shaping System

A Novel Adaptive PWL Equalizer Using Soft-Partition for DML-Based PAM-6 Transmission

Soft-Demapping for Short Reach Optical Communication: A Comparison of Deep Neural Networks and Volterra Series

Coherent WDM Transmission Over NANF for High-Capacity Intra-Data-Center Interconnection

Performance Analysis of a 28 GHz Wideband Analog Radio-over-Fiber Fronthaul with Channel Nonlinearity Compensation

Semi-Supervised and Supervised Nonlinear Equalizers in Fiber-FSO Converged System

Neural Network-Based Successive Interference Cancellation for Non-Linear Bandlimited Channels

Performance and Complexity Analysis of Bi-Directional Recurrent Neural Network Models Versus Volterra Nonlinear Equalizers in Digital Coherent Systems

Recurrent Neural Networks and Recurrent Optical Spectrum Slicers as Equalizers in High Symbol Rate Optical Transmission Systems

Feedforward and Recurrent Neural Network-Based Transfer Learning for Nonlinear Equalization in Short-Reach Optical Links

Nonlinearity-Aware Adaptive Bit and Power Loading DMT Transmission Over Low-Crosstalk Ring-Core Fiber With Mode Group Multiplexing

A Multilevel Artificial Neural Network Nonlinear Equalizer for Millimeter-Wave Mobile Fronthaul Systems

Neural Network Nonlinear Equalizer in Long-Distance Coherent Optical Transmission Systems

Compensation of Nonlinear Impairments Using Inverse Perturbation Theory With Reduced Complexity

Adaptive Turbo Equalization for Nonlinearity Compensation in WDM Systems

Fiber Impairment Compensation Using Coherent Detection and Digital Signal Processing

Nonlinear Compensation Using Backpropagation for Polarization-Multiplexed Transmission

A tutorial on fiber Kerr nonlinearity effect and its compensation in optical communication systems

Combined Symbol-Pattern-Dependent Adaptive Equalization and Sequence Detection for Coherent Optical Fiber Communications

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

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