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Biography

Yuchuan Fan received the M.Sc. degree in Electrical Engineering from Tampere University of Technology, Finland, in 2017. He is currently pursuing his Ph.D. degree in Applied Physics from School of Engineering Sciences at KTH Royal Institute of Technology in Stockholm, Sweden. His research interests include optical communication systems and machine learning application for the physical layer (PHY) aspect in fiber-optic and networking.

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Employment (2)

KTH Royal Institute of Technology: Stockholm, Stockholm, SE

Employment
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KTH Royal Institute of Technology

RISE Research Institutes of Sweden: Stockholm, SE

2018-09-01 to present | Guest Researcher
Employment
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Yuchuan Fan

Education and qualifications (2)

KTH: Stockholm, SE

2018-09 to present | PhD. (SCI)
Education
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Yuchuan Fan

Tampere University of Technology: Tampere, FI

2015-09 to 2017-12 | Master of Science (Electrical Engineering)
Education
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Yuchuan Fan

Works (11)

High Spectral Efficiency Long-Wave Infrared Free-Space Optical Transmission With Multilevel Signals

Journal of Lightwave Technology
2023-10-15 | Journal article
DOI: 10.1109/JLT.2023.3287934
Contributors: Mengyao Han; Mahdieh Joharifar; Muguang Wang; Richard Schatz; Rafael Puerta; Yan-ting Sun; Yuchuan Fan; Grégory Maisons; Johan Abautret; Roland Teissier et al.
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Crossref

Long-Wave Infrared Discrete Multitone Free-Space Transmission Using a 9.15-μm Quantum Cascade Laser

IEEE Photonics Technology Letters
2023-05-01 | Journal article
DOI: 10.1109/LPT.2023.3257843
Contributors: Mengyao Han; Mahdieh Joharifar; Muguang Wang; Yuchuan Fan; Grégory Maisons; Johan Abautret; Yan-Ting Sun; Roland Teissier; Lu Zhang; Vjaceslavs Bobrovs et al.
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Crossref

Optical amplification-free deep reservoir computing-assisted high-baudrate short-reach communication

Optics Letters
2023-04-15 | Journal article
DOI: 10.1364/OL.485830
Contributors: Mengyao Han; Muguang Wang; Yuchuan Fan; Toms Salgals; Hadrien Louchet; Richard Schatz; Markus Gruen; Fabio Pittala; Benjamin Krüger; Thomas Dippon et al.
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Crossref

High-Speed 9.6-μm Long-Wave Infrared Free-Space Transmission With a Directly-Modulated QCL and a Fully-Passive QCD

Journal of Lightwave Technology
2023-02-15 | Journal article
DOI: 10.1109/JLT.2022.3207010
Contributors: Mahdieh Joharifar; Hamza Dely; Xiaodan Pang; Richard Schatz; Djamal Gacemi; Toms Salgals; Aleksejs Udalcovs; Yan-Ting Sun; Yuchuan Fan; Lu Zhang et al.
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Crossref

Simultaneous modulation format identification and OSNR monitoring based on optoelectronic reservoir computing

Optics Express
2022-12-19 | Journal article
DOI: 10.1364/OE.474207
Contributors: Mengyao Han; Muguang Wang; Yuchuan Fan; Shiyi Cai; Yuxiao Guo; Naihan Zhang; Richard Schatz; Sergei Popov; Oskars Ozolins; Xiaodan Pang
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Crossref

Linear Regression vs. Deep Learning for Signal Quality Monitoring in Coherent Optical Systems

IEEE Photonics Journal
2022-08 | Journal article
DOI: 10.1109/JPHOT.2022.3193727
Contributors: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino; Lu Zhang; Sandis Spolitis; Vjaceslavs Bobrovs; Richard Schatz; Xianbin Yu; Marija Furdek et al.
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Crossref

Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems

IEEE Journal of Selected Topics in Quantum Electronics
2022-07 | Journal article
DOI: 10.1109/JSTQE.2022.3177004
Contributors: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino; Lu Zhang; Vjaceslavs Bobrovs; Richard Schatz; Xianbin Yu; Marija Furdek; Sergei Popov et al.
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Crossref

Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems

Conference on Lasers and Electro-Optics
2021 | Conference paper
DOI: 10.1364/cleo_si.2021.sth1f.2
Source: Self-asserted source
Yuchuan Fan

Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems

Journal of Optical Communications and Networking
2021-10-01 | Journal article
DOI: 10.1364/JOCN.423384
Contributors: Yuchuan Fan; Aleksejs Udalcovs; Carlos Natalino; Xiaodan Pang; Richard Schatz; Marija Furdek; Sergei Popov; Oskars Ozolins
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Crossref

Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

2021 European Conference on Optical Communication (ECOC)
2021-09-13 | Conference paper
DOI: 10.1109/ecoc52684.2021.9605837
Source: Self-asserted source
Yuchuan Fan

Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation

Journal of Optical Communications and Networking
2021-04-01 | Journal article
DOI: 10.1364/jocn.409704
Part of ISSN: 1943-0620
Part of ISSN: 1943-0639
Source: Self-asserted source
Yuchuan Fan

Peer review (6 reviews for 4 publications/grants)

Review activity for Electronics. (3)
Review activity for Mathematics. (1)
Review activity for Photonic network communications. (1)
Review activity for Photonics. (1)
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