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Darko Zibar
Darko Zibar
Professor, Group leader Machine Learning in Photonic Systems,Technical University of Denmark
Verificeret mail på fotonik.dtu.dk
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An overview on application of machine learning techniques in optical networks
F Musumeci, C Rottondi, A Nag, I Macaluso, D Zibar, M Ruffini, ...
IEEE Communications Surveys & Tutorials 21 (2), 1383-1408, 2018
6792018
Machine learning techniques in optical communication
D Zibar, M Piels, R Jones, CG Schäeffer
Journal of Lightwave Technology 34 (6), 1442-1452, 2015
2632015
Single-source chip-based frequency comb enabling extreme parallel data transmission
H Hu, F Da Ros, M Pu, F Ye, K Ingerslev, E Porto da Silva, ...
Nature Photonics 12 (8), 469-473, 2018
2602018
100 Gbit/s hybrid optical fiber-wireless link in the W-band (75–110 GHz)
X Pang, A Caballero, A Dogadaev, V Arlunno, R Borkowski, JS Pedersen, ...
Optics express 19 (25), 24944-24949, 2011
2432011
Model-aided deep learning method for path loss prediction in mobile communication systems at 2.6 GHz
J Thrane, D Zibar, HL Christiansen
Ieee Access 8, 7925-7936, 2020
1962020
Machine learning techniques for optical performance monitoring from directly detected PDM-QAM signals
J Thrane, J Wass, M Piels, JCM Diniz, R Jones, D Zibar
Journal of Lightwave Technology 35 (4), 868-875, 2016
1962016
Dual-polarization nonlinear Fourier transform-based optical communication system
S Gaiarin, AM Perego, EP da Silva, F Da Ros, D Zibar
Optica 5 (3), 263-270, 2018
1592018
Constellation shaping for fiber-optic channels with QAM and high spectral efficiency
MP Yankov, D Zibar, KJ Larsen, LPB Christensen, S Forchhammer
IEEE Photonics Technology Letters 26 (23), 2407-2410, 2014
1582014
0.4 THz photonic-wireless link with 106 Gb/s single channel bitrate
S Jia, X Pang, O Ozolins, X Yu, H Hu, J Yu, P Guan, F Da Ros, S Popov, ...
Journal of Lightwave Technology 36 (2), 610-616, 2018
1502018
Constellation shaping for WDM systems using 256QAM/1024QAM with probabilistic optimization
MP Yankov, F Da Ros, EP da Silva, S Forchhammer, KJ Larsen, ...
Journal of Lightwave Technology 34 (22), 5146-5156, 2016
1502016
Widely linear equalization for IQ imbalance and skew compensation in optical coherent receivers
EP da Silva, D Zibar
Journal of Lightwave Technology 34 (15), 3577-3586, 2016
1282016
High-capacity wireless signal generation and demodulation in 75-to 110-GHz band employing all-optical OFDM
D Zibar, R Sambaraju, A Caballero, J Herrera, U Westergren, A Walber, ...
IEEE Photonics Technology Letters 23 (12), 810-812, 2011
1242011
Deep learning of geometric constellation shaping including fiber nonlinearities
RT Jones, TA Eriksson, MP Yankov, D Zibar
2018 European Conference on Optical Communication (ECOC), 1-3, 2018
1182018
Nonlinear impairment compensation using expectation maximization for dispersion managed and unmanaged PDM 16-QAM transmission
D Zibar, O Winther, N Franceschi, R Borkowski, A Caballero, V Arlunno, ...
Optics express 20 (26), B181-B196, 2012
1182012
Inverse system design using machine learning: the Raman amplifier case
D Zibar, AM Rosa Brusin, UC de Moura, F Da Ros, V Curri, A Carena
Journal of Lightwave Technology 38 (4), 736-753, 2019
1042019
Stokes space-based optical modulation format recognition for digital coherent receivers
R Borkowski, D Zibar, A Caballero, V Arlunno, IT Monroy
IEEE Photonics Technology Letters 25 (21), 2129-2132, 2013
982013
100 GHz externally modulated laser for optical interconnects
O Ozolins, X Pang, MI Olmedo, A Kakkar, A Udalcovs, S Gaiarin, ...
Journal of Lightwave Technology 35 (6), 1174-1179, 2017
892017
25 Gbit/s QPSK hybrid fiber-wireless transmission in the W-band (75–110 GHz) with remote antenna unit for in-building wireless networks
X Pang, A Caballero, A Dogadaev, V Arlunno, L Deng, R Borkowski, ...
IEEE Photonics Journal 4 (3), 691-698, 2012
862012
260 Gbit/s photonic-wireless link in the THz band
X Pang, S Jia, O Ozolins, X Yu, H Hu, L Marcon, P Guan, F Da Ros, ...
2016 IEEE Photonics Conference (IPC), 1-2, 2016
842016
Application of machine learning techniques for amplitude and phase noise characterization
D Zibar, LHH de Carvalho, M Piels, A Doberstein, J Diniz, B Nebendahl, ...
Journal of Lightwave Technology 33 (7), 1333-1343, 2015
722015
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