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Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning

Nature communications, 2020-07, Vol.11 (1), p.3694-3694, Article 3694

2020

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Algorithms for Blind Separation and Estimation of Transmitter and Receiver IQ Imbalances

Journal of lightwave technology, 2019-05, Vol.37 (10), p.2201-2208

2019

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Fabry–Perot interferometers for highly-sensitive multi-point relative humidity sensing based on Vernier effect and digital signal processing

Optics express, 2022-10, Vol.30 (22), p.39946-39960

2022

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Decision-free radius-directed Kalman filter for universal polarization demultiplexing of square M-QAM and hybrid QAM signals

Chinese optics letters, 2016-11, Vol.14 (11), p.110601-110605

2016

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Survey of CSI fingerprinting-based indoor positioning and mobility tracking systems

IET signal processing, 2020-09, Vol.14 (7), p.407-419

2020

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Performance comparison among three different Stokes vector direct-detection receivers

Chinese optics letters, 2018-10, Vol.16 (10), p.100605

2018

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Dual Polarization Nonlinear Frequency Division Multiplexing Transmission

IEEE photonics technology letters, 2018-09, Vol.30 (18), p.1589-1592

2018

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Correlated Eigenvalues of Multi-Soliton Optical Communications

Scientific reports, 2019-04, Vol.9 (1), p.6399-6399, Article 6399

2019

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Digital Signal Processing for Short-Reach Optical Communications: A Review of Current Technologies and Future Trends

Journal of lightwave technology, 2018-01, Vol.36 (2), p.377-400

2018

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An Optical Communication's Perspective on Machine Learning and Its Applications

Journal of lightwave technology, 2019-01, Vol.37 (2), p.493-516

2019

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Multi-Symbol Digital Signal Processing Techniques for Discrete Eigenvalue Transmissions Based on Nonlinear Fourier Transform

Journal of lightwave technology, 2021-09, Vol.39 (17), p.5459-5467

2021

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Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics

Laser & photonics reviews, 2022-09, Vol.16 (9), p.n/a

2022

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Introduction to the JOCN special issue on machine learning and data analytics for optical communications and networking

Journal of optical communications and networking, 2018-10, Vol.10 (10), p.ML1-ML2

2018

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Transmission of a 120-GBd PM-NRZ Signal Using a Monolithic Double-Side EML

IEEE photonics technology letters, 2016-10, Vol.28 (20), p.2176-2179

2016

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Optical Performance Monitoring: A Review of Current and Future Technologies

Journal of lightwave technology, 2016-01, Vol.34 (2), p.525-543

2016

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Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications

Journal of lightwave technology, 2021-11, Vol.39 (22), p.7083-7091

2021

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C-band 120-Gb/s PAM-4 transmissions over a 100-km dispersion-uncompensated SSMF using joint combined pulse shaping and low-complexity nonlinear equalization

Optics letters, 2022-10, Vol.47 (19), p.5144-5147

2022

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Multi-Dimensional, Wide-Range, and Modulation-Format-Transparent Transceiver Imbalance Monitoring

Journal of lightwave technology, 2021-04, Vol.39 (7), p.2033-2045

2021

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Alternative Decoding Methods for Optical Communications Based on Nonlinear Fourier Transform

Journal of lightwave technology, 2017-05, Vol.35 (9), p.1542-1550

2017

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High-order modulation on a single discrete eigenvalue for optical communications based on nonlinear Fourier transform

Optics express, 2017-08, Vol.25 (17), p.20286-20297

2017

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Efficient Three-Step Amplifier Configuration Algorithm for Dynamic C+L-Band Links in Presence of Stimulated Raman Scattering

Journal of lightwave technology, 2023-03, Vol.41 (5), p.1445-1453

2023

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81 Gb/s Dual-Polarization Discrete Eigenvalue Transmission Based on Nonlinear Fourier Transform

IEEE photonics technology letters, 2023-06, Vol.35 (11), p.617-620

2023

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Modulation Format Identification in Coherent Receivers Using Deep Machine Learning

IEEE photonics technology letters, 2016-09, Vol.28 (17), p.1886-1889

2016

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Improving Soliton Transmission Systems Through Soliton Interactions

Journal of lightwave technology, 2020-07, Vol.38 (14), p.3563-3572

2020

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Receive-diversity-aided power-fading compensation for C-band IM/DD OFDM systems

Optics letters, 2023-05, Vol.48 (9), p.2237-2240

2023

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Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning

Algorithms for Blind Separation and Estimation of Transmitter and Receiver IQ Imbalances

Fabry–Perot interferometers for highly-sensitive multi-point relative humidity sensing based on Vernier effect and digital signal processing

Decision-free radius-directed Kalman filter for universal polarization demultiplexing of square M-QAM and hybrid QAM signals

Survey of CSI fingerprinting-based indoor positioning and mobility tracking systems

Performance comparison among three different Stokes vector direct-detection receivers

Dual Polarization Nonlinear Frequency Division Multiplexing Transmission

Correlated Eigenvalues of Multi-Soliton Optical Communications

Digital Signal Processing for Short-Reach Optical Communications: A Review of Current Technologies and Future Trends

An Optical Communication's Perspective on Machine Learning and Its Applications

Multi-Symbol Digital Signal Processing Techniques for Discrete Eigenvalue Transmissions Based on Nonlinear Fourier Transform

Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics

Introduction to the JOCN special issue on machine learning and data analytics for optical communications and networking

Transmission of a 120-GBd PM-NRZ Signal Using a Monolithic Double-Side EML

Optical Performance Monitoring: A Review of Current and Future Technologies

Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications

C-band 120-Gb/s PAM-4 transmissions over a 100-km dispersion-uncompensated SSMF using joint combined pulse shaping and low-complexity nonlinear equalization

Multi-Dimensional, Wide-Range, and Modulation-Format-Transparent Transceiver Imbalance Monitoring

Alternative Decoding Methods for Optical Communications Based on Nonlinear Fourier Transform

High-order modulation on a single discrete eigenvalue for optical communications based on nonlinear Fourier transform

Efficient Three-Step Amplifier Configuration Algorithm for Dynamic C+L-Band Links in Presence of Stimulated Raman Scattering

81 Gb/s Dual-Polarization Discrete Eigenvalue Transmission Based on Nonlinear Fourier Transform

Modulation Format Identification in Coherent Receivers Using Deep Machine Learning

Improving Soliton Transmission Systems Through Soliton Interactions

Receive-diversity-aided power-fading compensation for C-band IM/DD OFDM systems

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