Darko Zibar

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 71

Top Topics

Machine Learning

Communication Systems

Position Estimation

Bayesian Filtering

Top Venues

Publications

Sergio Hernandez Fernandez, Christophe Peucheret, Francesco Da Ros, Darko Zibar
End-to-end optimization of optical communication systems based on directly modulated lasers. J. Opt. Commun. Netw. 16 (8) (2024)
Yevhenii Osadchuk, Deming Kong, Darko Zibar, Francesco Da Ros
Nonlinear Vector Autoregressor Equalization for PAM-4 Micro-Ring Modulator-based Short-Reach Transmission. OFC (2024)
Bernard J. Giron Castro, Christophe Peucheret, Darko Zibar, Francesco Da Ros
Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator. CoRR (2024)
Bernard J. Giron Castro, Christophe Peucheret, Darko Zibar, Francesco Da Ros
Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM. CoRR (2023)
Ali Cem, Ognjen Jovanovic, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros
Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning. CoRR (2023)
Metodi P. Yankov, Mehran Soltani, Andrea Carena, Darko Zibar, Francesco Da Ros
Optimization of Raman amplifiers: a comparison between black-, grey- and white-box modeling. CoRR (2023)
Sergio Hernandez Fernandez, Ognjen Jovanovic, Christophe Peucheret, Francesco Da Ros, Darko Zibar
Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers. CoRR (2023)
Sergio Hernandez Fernandez, Christophe Peucheret, Ognjen Jovanovic, Francesco Da Ros, Darko Zibar
Data-Driven Modeling of Directly-Modulated Lasers. CoRR (2023)
Bernard J. Giron Castro, Christophe Peucheret, Darko Zibar, Francesco Da Ros
Impact of Free-carrier Nonlinearities on Silicon Microring-based Reservoir Computing. CoRR (2023)
Bernard J. Giron Castro, Christophe Peucheret, Darko Zibar, Francesco Da Ros
Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing. CoRR (2023)
Metodi Plamenov Yankov, Smaranika Swain, Ognjen Jovanovic, Darko Zibar, Francesco Da Ros
BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling. CoRR (2023)
Uiara C. de Moura, Francesco Da Ros, Darko Zibar, Ann Margareth Rosa Brusin, Andrea Carena
Machine learning applied to inverse systems design. ONDM (2022)
Ognjen Jovanovic, Francesco Da Ros, Darko Zibar, Metodi P. Yankov
Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning. CoRR (2022)
Ali Cem, Siqi Yan, Uiara Celine de Moura, Yunhong Ding, Darko Zibar, Francesco Da Ros
Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs. OFC (2022)
Ali Cem, Ognjen Jovanovic, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros
Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning. CoRR (2022)
Mehran Soltani, Francesco Da Ros, Andrea Carena, Darko Zibar
Experimental validation of machine-learning based spectral-spatial power evolution shaping using Raman amplifiers. CoRR (2022)
Ali Cem, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros
Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers. CoRR (2022)
Muralikrishnan Srinivasan, Jinxiang Song, Alexander Grabowski, Krzysztof Szczerba, Holger K. Iversen, Mikkel N. Schmidt, Darko Zibar, Jochen Schröder, Anders Larsson, Christian Häger, Henk Wymeersch
End-to-End Learning for VCSEL-based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities. CoRR (2022)
Metodi P. Yankov, Darko Zibar, Andrea Carena, Francesco Da Ros
Forward Raman Amplifier Optimization Using Machine Learning-aided Physical Modeling. OECC/PSC (2022)
Mehran Soltani, Francesco Da Ros, Andrea Carena, Darko Zibar
Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers. CoRR (2022)
Metodi Plamenov Yankov, Francesco Da Ros, Uiara Celine de Moura, Andrea Carena, Darko Zibar
Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model. CoRR (2022)
Uiara C. de Moura, T. Pinto, Ann Margareth Rosa Brusin, Andrea Carena, A. Napoli, Darko Zibar, Francesco Da Ros
Online versus Offline Optimization Methods for Raman Amplifier Optimization. OECC/PSC (2022)
Yevhenii Osadchuk, Ognjen Jovanovic, Darko Zibar, Francesco Da Ros
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission. CoRR (2022)
Ali Cem, Siqi Yan, Uiara Celine de Moura, Yunhong Ding, Darko Zibar, Francesco Da Ros
Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs. CoRR (2021)
Uiara C. de Moura, Darko Zibar, A. Margareth Rosa Brusin, Andrea Carena, Francesco Da Ros
Generalization Properties of Machine Learning-based Raman Models. OFC (2021)
Francesco Da Ros, Uiara C. de Moura, Ruben S. Luis, Georg Rademacher, Benjamin J. Puttnam, Ann Margareth Rosa Brusin, Andrea Carena, Yoshinari Awaji, Hideaki Furukawa, Darko Zibar
Optimization of a Hybrid EDFA-Raman C+L Band Amplifier through Neural-Network Models. OFC (2021)
Ognjen Jovanovic, Metodi P. Yankov, Francesco Da Ros, Darko Zibar
End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth. ECOC (2021)
A. Margareth Rosa Brusin, Uiara C. de Moura, Andrea D'Amico, Vittorio Curri, Darko Zibar, Andrea Carena
Load Aware Raman Gain Profile Prediction in Dynamic Multi-Band Optical Networks. OFC (2020)
Jakob Thrane, Darko Zibar, Henrik Lehrmann Christiansen
Model-Aided Deep Learning Method for Path Loss Prediction in Mobile Communication Systems at 2.6 GHz. IEEE Access 8 (2020)
Stenio M. Ranzini, Roman Dischler, Francesco Da Ros, Henning Bülow, Darko Zibar
Experimental Demonstration of Optoelectronic Equalization for Short-reach Transmission with Reservoir Computing. CoRR (2020)
Yuefeng Ji, Chao Lu, Darko Zibar, Huanlai Xing
Special focus on artificial intelligence for optical communications. Sci. China Inf. Sci. 63 (6) (2020)
Stenio M. Ranzini, Roman Dischler, Francesco Da Ros, Henning Bülow, Darko Zibar
Experimental Demonstration of Optoelectronic Equalization for Short-reach Transmission with Reservoir Computing. ECOC (2020)
Ognjen Jovanovic, Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Francesco Da Ros, Darko Zibar
Optimization of Fiber Optics Communication Systems via End-to-End Learning. ICTON (2020)
Darko Zibar, U. C. Moura, H. M. Chin, A. Margareth Rosa Brusin, N. Jain, Francesco Da Ros, Sebastian Kleis, Christian G. Schaeffer, Tobias Gehring, Ulrik L. Andersen, Andrea Carena
Advancing Classical and Quantum Communication Systems with Machine Learning. OFC (2020)
Uiara C. de Moura, Francesco Da Ros, A. Margareth Rosa Brusin, Andrea Carena, Darko Zibar
Experimental Demonstration of Arbitrary Raman Gain-Profile Designs using Machine Learning. OFC (2020)
Rasmus T. Jones, Metodi P. Yankov, Darko Zibar
End-to-end Learning for GMI Optimized Geometric Constellation Shape. CoRR (2019)
Darko Zibar, Alessio Ferrari, Vittorio Curri, Andrea Carena
Machine Learning-Based Raman Amplifier Design. OFC (2019)
Francesco Musumeci, Cristina Rottondi, Avishek Nag, Irene Macaluso, Darko Zibar, Marco Ruffini, Massimo Tornatore
An Overview on Application of Machine Learning Techniques in Optical Networks. IEEE Commun. Surv. Tutorials 21 (2) (2019)
Jakob Thrane, Darko Zibar, Henrik Lehrmann Christiansen
Comparison of Empirical and Ray-Tracing Models for Mobile Communication Systems at 2.6 GHz. VTC Fall (2019)
Simone Gaiarin, Auro Michele Perego, Edson Porto da Silva, Francesco Da Ros, Darko Zibar
Dual polarization nonlinear Fourier transform-based optical communication system. CoRR (2018)
Júlio César Medeiros Diniz, Francesco Da Ros, Darko Zibar
Clock Recovery Challenges in DSP-Based Coherent Single-Mode and Multi-Mode Optical Systems. Future Internet 10 (7) (2018)
Xiaofeng Lu, Darko Zibar, Idelfonso Tafur Monroy
Net 100 Gbit/s Eight-dimensional Formats Loaded Discrete Multitone Transmission Using 850 nm Multimode VCSEL. OFC (2018)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Benjamin J. Puttnam, Georg Rademacher, Ruben S. Luis, Darko Zibar
Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning. CoRR (2018)
Jakob Thrane, Matteo Artuso, Darko Zibar, Henrik Lehrmann Christiansen
Drive Test Minimization Using Deep Learning with Bayesian Approximation. VTC Fall (2018)
G. Brajato, Darko Zibar
Joint Learning of Laser Relative Intensity and Frequency Noise from Single Experiment and Single Detected Quadrature. ECOC (2018)
Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Darko Zibar
Noise Robust Receiver for Eigenvalue Communication Systems. OFC (2018)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar
Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities. ECOC (2018)
Francesco Musumeci, Cristina Rottondi, Avishek Nag, Irene Macaluso, Darko Zibar, Marco Ruffini, Massimo Tornatore
A Survey on Application of Machine Learning Techniques in Optical Networks. CoRR (2018)
Xiaofeng Lu, Darko Zibar, Idelfonso Tafur Monroy
24-Dimensional Rate-Flexible Carrierless and Amplitude Phase Modulation for 100G IM-DD Transmission Using 850nm VCSEL. ECOC (2018)
Massimo Tornatore, Martin Birk, Alan Pak Tao Lau, Qiong Zhang, Darko Zibar
Introduction to the JOCN Special Issue on Machine Learning and Data Analytics for Optical Communications and Networking. JOCN 10 (10) (2018)
Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar
Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities. CoRR (2018)
Stefan Werzinger, Darko Zibar, Max Köppel, Bernhard Schmauss
Model-Based Position and Reflectivity Estimation of Fiber Bragg Grating Sensor Arrays. Sensors 18 (7) (2018)
Metodi P. Yankov, Edson P. da Silva, Francesco Da Ros, Darko Zibar
Experimental analysis of pilot-based equalization for probabilistically shaped WDM systems with 256QAM/1024QAM. OFC (2017)
Molly Piels, Darko Zibar
Super-resolution spectral reconstruction for DWDM channel monitoring. OFC (2017)
Aditya Kakkar, Jaime Rodrigo Navarro, Richard Schatz, Xiaodan Pang, Oskars Ozolins, Fredrik Nordwall, Darko Zibar, Gunnar Jacobsen, Sergei Popov
Influence of lasers with non-white frequency noise on the design of coherent optical links. OFC (2017)
Simone Gaiarin, Auro Michele Perego, Edson Porto da Silva, Francesco Da Ros, Darko Zibar
Experimental Demonstration of Dual Polarization Nonlinear Frequency Division Multiplexed Optical Transmission System. CoRR (2017)
Miu Yoong Leong, Knud J. Larsen, Gunnar Jacobsen, Darko Zibar, Sergey V. Sergeyev, Sergei Popov
Low-complexity BCH codes with optimized interleavers for DQPSK systems with laser phase noise. Photonic Netw. Commun. 33 (3) (2017)
Jesper Wass, Jakob Thrane, Molly Piels, Rasmus T. Jones, Darko Zibar
Gaussian process regression for WDM system performance prediction. OFC (2017)
Xiaodan Pang, Shi Jia, Oskars Ozolins, Xianbin Yu, Hao Hu, Leonardo Marcon, Pengyu Guan, Francesco Da Ros, Sergei Popov, Gunnar Jacobsen, Michael Galili, Toshio Morioka, Darko Zibar, Leif Katsuo Oxenløwe
Single channel 106 Gbit/s 16QAM wireless transmission in the 0.4 THz band. OFC (2017)
Darko Zibar, Stefan Werzinger, Bernhard Schmauss
Sub-spatial resolution position estimation for optical fibre sensing applications. IEEE SENSORS (2017)
Metodi P. Yankov, Luca Barletta, Darko Zibar
Low-complexity Joint Sub-carrier Phase Noise Compensation for Digital Multi-carrier Systems. ECOC (2017)
Molly Piels, Darko Zibar
Compact spectrometer based on a silicon multimode waveguide. OFC (2017)
Júlio César Medeiros Diniz, Molly Piels, Darko Zibar
Performance evaluation of clock recovery for coherent mode division multiplexed systems. OFC (2017)
Júlio César Medeiros Diniz, Francesco Da Ros, Rasmus Thomas Jones, Darko Zibar
Time Skew Estimator for Dual-Polarization QAM Transmitters. ECOC (2017)
Darko Zibar, Jesper Wass, Jakob Thrane, Molly Piels
Machine learning techniques for optical communication system optimization. ICTON (2017)
Rasmus T. Jones, Júlio C. M. Diniz, Metodi P. Yankov, Molly Piels, Andy Doberstein, Darko Zibar
Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks. ECOC (2017)
Simone Gaiarin, Auro Michele Perego, Edson Porto da Silva, Francesco Da Ros, Darko Zibar
Experimental Demonstration of Dual Polarization Nonlinear Frequency Division Multiplexed Optical Transmission System. ECOC (2017)
Francesco Da Ros, Edson Porto da Silva, Darko Zibar, Sai T. Chu, Brent E. Little, Roberto Morandotti, Michael Galili, David J. Moss, Leif K. Oxenløwe
Low-penalty up to 16-QAM wavelength conversion in a low loss CMOS compatible spiral waveguide. OFC (2016)
Metodi P. Yankov, Francesco Da Ros, Edson P. da Silva, Søren Forchhammer, Knud J. Larsen, Leif K. Oxenløwe, Michael Galili, Darko Zibar
Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization. CoRR (2016)
Darko Zibar, Jakob Thrane, Jesper Wass, Rasmus T. Jones, Molly Piels, Christian G. Schaeffer
Machine learning techniques applied to system characterization and equalization. OFC (2016)
Edson Porto da Silva, Francesco Da Ros, Darko Zibar
Performance of multi-channel DBP with long-haul frequency-referenced transmission. OFC (2016)
Jaime Rodrigo Navarro, Miguel Iglesias Olmedo, Aditya Kakkar, Xiaodan Pang, Oskars Ozolins, Richard Schatz, Gunnar Jacobsen, Sergei Popov, Darko Zibar
Phase noise tolerant carrier recovery scheme for 28 Gbaud circular 16QAM. ECOC (2015)
Darko Zibar, Molly Piels, R. Jones, Christian G. Schaeffer
Machine learning techniques in optical communication. ECOC (2015)
Jose Estaran, Miquel A. Mestre, Philippe Jenneve, Haïk Mardoyan, Idelfonso Tafur Monroy, Darko Zibar, Sébastien Bigo
Coherent optical orthogonal frequency-division multiplexing for optical slot switched intra-datacenters networks. ECOC (2015)
Molly Piels, Weiqi Xue, Christian G. Schaeffer, Yi Yu, Elizaveta Semenova, Luisa Ottaviano, Kresten Yvind, Idelfonso Tafur Monroy, Jesper Mørk, Darko Zibar
Highly sensitive photonic crystal cavity laser noise measurements using Bayesian filtering. OFC (2015)
Molly Piels, Miguel Iglesias Olmedo, Xiaodan Pang, Richard Schatz, Gunnar Jacobsen, Sergei Popov, Darko Zibar
Rate equation-based phase recovery for semiconductor laser coherent transmitters. OFC (2015)
Bomin Li, Knud J. Larsen, Darko Zibar, Idelfonso Tafur Monroy
Reconfigurable Forward Error Correction Decoder for Beyond 100 Gbps High Speed Optical Links. IEEE Commun. Lett. 19 (2) (2015)
Miguel Iglesias Olmedo, Xiaodan Pang, Molly Piels, Richard Schatz, Gunnar Jacobsen, Sergei Popov, Idelfonso Tafur Monroy, Darko Zibar
Carrier recovery techniques for semiconductor laser frequency noise for 28 Gbd DP-16QAM. OFC (2015)
Molly Piels, Edson Porto da Silva, Jose Estaran, Robert Borkowski, Darko Zibar, Idelfonso Tafur Monroy
DSP-based focusing over optical fiber using time reversal. ECOC (2014)
Robert Borkowski, Antonio Caballero, Valeria Arlunno, Darko Zibar, Idelfonso Tafur Monroy
Robust cognitive-GN BER estimator for dynamic WDM networks. ECOC (2014)
Valeria Arlunno, Antonio Caballero, Robert Borkowski, Silvia Saldaña Cercós, Darko Zibar, Knud J. Larsen, Idelfonso Tafur Monroy
Turbo Equalization Techniques Toward Robust PDM 16-QAM Optical Fiber Transmission. JOCN 6 (2) (2014)
Robert Borkowski, Darko Zibar, Idelfonso Tafur Monroy
Anatomy of a Digital Coherent Receiver. IEICE Trans. Commun. (8) (2014)
Darko Zibar, Luis Henrique Hecker de Carvalho, Molly Piels, Andy Doberstein, Júlio C. M. Diniz, B. Nebendahl, Carolina Franciscangelis, Jose Estaran, H. Haisch, Neil Guerrero González, J. R. F. de Oliveira, Idelfonso Tafur Monroy
Bayesian filtering for phase noise characterization and carrier synchronization of up to 192 Gb/s PDM 64-QAM. ECOC (2014)
Robert Borkowski, Antonio Caballero, Dimitrios Klonidis, Christoforos Kachris, Antonio Francescon, Ignacio de Miguel, Ramón J. Durán, Darko Zibar, Ioannis Tomkos, Idelfonso Tafur Monroy
Advanced modulation formats in cognitive optical networks: EU project CHRON demonstration. OFC (2014)
Darko Zibar, Ole Winther, Robert Borkowski, Idelfonso Tafur Monroy, Luis Henrique Hecker de Carvalho, Júlio Oliveira
Applications of expectation maximization algorithm for coherent optical communication. EUSIPCO (2014)
Jose Estaran, Miguel Iglesias Olmedo, Darko Zibar, Xiaogeng Xu, Idelfonso Tafur Monroy
First experimental demonstration of coherent CAP for 300-Gb/s metropolitan optical networks. OFC (2014)
Juliano Oliveira, Antonio Caballero, Eduardo Magalhães, Uiara Moura, Robert Borkowski, Giovanni Curiel, Alberto T. Hirata, Luis Henrique Hecker de Carvalho, Edson Porto da Silva, Darko Zibar, Jose Maranhao, Idelfonso Tafur Monroy, Julio Oliveira
Demonstration of EDFA cognitive gain control via GMPLS for mixed modulation formats in heterogeneous optical networks. OFC/NFOEC (2013)
Fotini Karinou, Robert Borkowski, Darko Zibar, Ioannis Roudas, Idelfonso Tafur Monroy
Coherent 40 Gb/s SP-16QAM and 80 Gb/s PDM-16QAM in an optimal supercomputer optical switch fabric. OFC/NFOEC (2013)
Robert Borkowski, Darko Zibar, Antonio Caballero, Valeria Arlunno, Idelfonso Tafur Monroy
Optical modulation format recognition in stokes space for digital coherent receivers. OFC/NFOEC (2013)
Robert Borkowski, Fotini Karinou, Marianna Angelou, Valeria Arlunno, Darko Zibar, Dimitrios Klonidis, Neil Guerrero González, Antonio Caballero, Ioannis Tomkos, Idelfonso Tafur Monroy
Experimental Study on OSNR Requirements for Spectrum-Flexible Optical Networks [Invited]. JOCN 4 (11) (2012)