Darko Zibar

Darko Zibar

Associate Professor, Group Leader

DTU FOTONIK
Department of Photonics Engineering

Machine Learning in Photonic Systems

Technical University of Denmark

Ørsteds Plads

Building 343, room 124

2800 Kgs. Lyngby

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2018
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An Overview on Application of Machine Learning Techniques in Optical Networks

Musumeci, Francesco ; Rottondi, Cristina ; Nag, Avishek ; Macaluso, Irene ; Zibar, Darko ; Ruffini, Marco ; Tornatore, Massimo
in: IEEE Communications Surveys and Tutorials

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1109/COMST.2018.2880039

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0.4 THz Photonic-Wireless Link With 106 Gb/s Single Channel Bitrate

Jia, Shi ; Pang, Xiaodan (Invited author) ; Ozolins, Oskars (Invited author) ; Yu, Xianbin (Invited author) ; Hu, Hao ; Yu, Jinlong (Invited author) ; Guan, Pengyu ; Da Ros, Francesco ; Popov, Sergei (Invited author) ; Jacobsen, Gunnar (Invited author) ; Galili, Michael ; Morioka, Toshio ; Zibar, Darko ; Oxenløwe, Leif Katsuo
in: Journal of Lightwave Technology, vol: 36, issue: 2, pages: 610-616

Type: Journal article (Peer reviewed)     |     Invited contribution

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/JLT.2017.2776320

 

100s gigabit/s THz communication

Oxenløwe, Leif Katsuo ; Jia, Shi ; Pang, Xiaodan ; Ozolins, Oskars ; Yu, X. ; Hu, Hao ; Guan, Pengyu ; Da Ros, Francesco ; Popov, S. ; Jacobsen, Gustav ; Galili, Michael ; Zibar, Darko ; Morioka, Toshio
part of: CLEO: Science and Innovations 2018, pages: 1-2, 2018, Optical Society of America
Presented at:
CLEO: Science and Innovations 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1364/CLEO_SI.2018.STu3D.1

 

24-Dimensional Rate-Flexible Carrierless and Amplitude Phase Modulation for 100G IM-DD Transmission Using 850nm VCSEL

Lu, Xiaofeng ; Zibar, Darko ; Tafur Monroy, Idelfonso
part of: Proceedings of 2018 European Conference on Optical Communication, pages: 1-3, 2018, IEEE
Presented at:
44th European Conference on Optical Communication

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ECOC.2018.8535573

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Clock recovery challenges in DSP-based coherent single-mode and multi-mode optical systems

Medeiros Diniz, Júlio César ; Da Ros, Francesco ; Zibar, Darko
in: Future Internet, vol: 10, issue: 7

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3390/fi10070059

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Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities

Jones, Rasmus Thomas ; Eriksson, Tobias A. ; Yankov, Metodi Plamenov ; Zibar, Darko
part of: Proceedings of the 44rd European Conference and Exhibition on Optical Communications (ECOC 2018), 2018, IEEE
Presented at:
44th European Conference on Optical Communication

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ECOC.2018.8535453

 

Dual-polarization NFDM transmission using distributed Raman amplification and NFT-domain equalization

Gaiarin, Simone ; Da Ros, Francesco ; De Renzis, Nicola ; da Silva, Edson P. ; Zibar, Darko
in: IEEE PHOTONICS TECHNOLOGY LETTERS, vol: 30, issue: 22, pages: 1983-1986

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/LPT.2018.2874204

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Dual-polarization nonlinear Fourier transform-based optical communication system

Gaiarin, Simone ; Perego, A. M. ; da Silva, Edson Porto ; Da Ros, Francesco ; Zibar, Darko
in: Optica, vol: 5, issue: 3, pages: 263-270

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1364/OPTICA.5.000263

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Introduction to the JOCN Special Issue on Machine Learning and Data Analytics for Optical Communications and Networking

Tornatore, Massimo ; Birk, Martin ; Lau, Alan Pak Tao ; Zhang, Qiong ; Zibar, Darko
in: Journal of Optical Communications and Networking, vol: 10, issue: 10

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1364/JOCN.10.000ML1

 

Joint Estimation of IQ Phase and Gain Imbalances Using Convolutional Neural Networks on Eye Diagrams

Savian, Stefano ; Medeiros Diniz, Júlio César ; Lau, Alan Pak Tao ; Khan, Faisal Nadeem ; Gaiarin, Simone ; Jones, Rasmus Thomas ; Zibar, Darko
part of: 2018 Conference on Lasers and Electro-Optics (CLEO), pages: 1-2, 2018, Optical Society of America
Presented at:
CLEO: Science and Innovations 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1364/CLEO_SI.2018.STh1C.3