Darko Zibar

Orcid: 0000-0003-4182-7488

According to our database1, Darko Zibar authored at least 89 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
End-to-end optimization of optical communication systems based on directly modulated lasers.
J. Opt. Commun. Netw., 2024

Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator.
CoRR, 2024

Nonlinear Vector Autoregressor Equalization for PAM-4 Micro-Ring Modulator-based Short-Reach Transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator.
Proceedings of the International Joint Conference on Neural Networks, 2024

Rate adaptive constellation shaping for heterogeneous optical networks with variable Qot.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Machine Learning Enabled Directly Modulated Lasers.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling.
CoRR, 2023

Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM.
CoRR, 2023

Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing.
CoRR, 2023

Optimization of Raman amplifiers: a comparison between black-, grey- and white-box modeling.
CoRR, 2023

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers.
CoRR, 2023

Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning.
CoRR, 2023

Impact of Free-carrier Nonlinearities on Silicon Microring-based Reservoir Computing.
CoRR, 2023

Data-Driven Modeling of Directly-Modulated Lasers.
CoRR, 2023

2022
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission.
CoRR, 2022

Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning.
CoRR, 2022

End-to-End Learning for VCSEL-based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities.
CoRR, 2022

Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning.
CoRR, 2022

Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers.
CoRR, 2022

Experimental validation of machine-learning based spectral-spatial power evolution shaping using Raman amplifiers.
CoRR, 2022

Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers.
CoRR, 2022

Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model.
CoRR, 2022

Forward Raman Amplifier Optimization Using Machine Learning-aided Physical Modeling.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Online versus Offline Optimization Methods for Raman Amplifier Optimization.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Machine learning applied to inverse systems design.
Proceedings of the International Conference on Optical Network Design and Modeling, 2022

Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Optimization of a Hybrid EDFA-Raman C+L Band Amplifier through Neural-Network Models.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Generalization Properties of Machine Learning-based Raman Models.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth.
Proceedings of the European Conference on Optical Communication, 2021

2020
Special focus on artificial intelligence for optical communications.
Sci. China Inf. Sci., 2020

Model-Aided Deep Learning Method for Path Loss Prediction in Mobile Communication Systems at 2.6 GHz.
IEEE Access, 2020

Advancing Classical and Quantum Communication Systems with Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Experimental Demonstration of Arbitrary Raman Gain-Profile Designs using Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Load Aware Raman Gain Profile Prediction in Dynamic Multi-Band Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Optimization of Fiber Optics Communication Systems via End-to-End Learning.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Experimental Demonstration of Optoelectronic Equalization for Short-reach Transmission with Reservoir Computing.
Proceedings of the European Conference on Optical Communications, 2020

2019
End-to-end Learning for GMI Optimized Geometric Constellation Shape.
CoRR, 2019

An Overview on Application of Machine Learning Techniques in Optical Networks.
IEEE Commun. Surv. Tutorials, 2019

Comparison of Empirical and Ray-Tracing Models for Mobile Communication Systems at 2.6 GHz.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Machine Learning-Based Raman Amplifier Design.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018
Model-Based Position and Reflectivity Estimation of Fiber Bragg Grating Sensor Arrays.
Sensors, 2018

Introduction to the JOCN Special Issue on Machine Learning and Data Analytics for Optical Communications and Networking.
JOCN, 2018

Clock Recovery Challenges in DSP-Based Coherent Single-Mode and Multi-Mode Optical Systems.
Future Internet, 2018

Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning.
CoRR, 2018

A Survey on Application of Machine Learning Techniques in Optical Networks.
CoRR, 2018

Dual polarization nonlinear Fourier transform-based optical communication system.
CoRR, 2018

Drive Test Minimization Using Deep Learning with Bayesian Approximation.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Net 100 Gbit/s Eight-dimensional Formats Loaded Discrete Multitone Transmission Using 850 nm Multimode VCSEL.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Noise Robust Receiver for Eigenvalue Communication Systems.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

24-Dimensional Rate-Flexible Carrierless and Amplitude Phase Modulation for 100G IM-DD Transmission Using 850nm VCSEL.
Proceedings of the European Conference on Optical Communication, 2018

Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities.
Proceedings of the European Conference on Optical Communication, 2018

Joint Learning of Laser Relative Intensity and Frequency Noise from Single Experiment and Single Detected Quadrature.
Proceedings of the European Conference on Optical Communication, 2018

2017
Low-complexity BCH codes with optimized interleavers for DQPSK systems with laser phase noise.
Photonic Netw. Commun., 2017

Experimental analysis of pilot-based equalization for probabilistically shaped WDM systems with 256QAM/1024QAM.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Gaussian process regression for WDM system performance prediction.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Super-resolution spectral reconstruction for DWDM channel monitoring.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Compact spectrometer based on a silicon multimode waveguide.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Single channel 106 Gbit/s 16QAM wireless transmission in the 0.4 THz band.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Influence of lasers with non-white frequency noise on the design of coherent optical links.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Performance evaluation of clock recovery for coherent mode division multiplexed systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Sub-spatial resolution position estimation for optical fibre sensing applications.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

Machine learning techniques for optical communication system optimization.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

Low-complexity Joint Sub-carrier Phase Noise Compensation for Digital Multi-carrier Systems.
Proceedings of the European Conference on Optical Communication, 2017

Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks.
Proceedings of the European Conference on Optical Communication, 2017

Experimental Demonstration of Dual Polarization Nonlinear Frequency Division Multiplexed Optical Transmission System.
Proceedings of the European Conference on Optical Communication, 2017

Time Skew Estimator for Dual-Polarization QAM Transmitters.
Proceedings of the European Conference on Optical Communication, 2017

2016
Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization.
CoRR, 2016

Machine learning techniques applied to system characterization and equalization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Performance of multi-channel DBP with long-haul frequency-referenced transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Low-penalty up to 16-QAM wavelength conversion in a low loss CMOS compatible spiral waveguide.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

2015
Reconfigurable Forward Error Correction Decoder for Beyond 100 Gbps High Speed Optical Links.
IEEE Commun. Lett., 2015

Highly sensitive photonic crystal cavity laser noise measurements using Bayesian filtering.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Rate equation-based phase recovery for semiconductor laser coherent transmitters.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Carrier recovery techniques for semiconductor laser frequency noise for 28 Gbd DP-16QAM.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Machine learning techniques in optical communication.
Proceedings of the European Conference on Optical Communication, 2015

Phase noise tolerant carrier recovery scheme for 28 Gbaud circular 16QAM.
Proceedings of the European Conference on Optical Communication, 2015

Coherent optical orthogonal frequency-division multiplexing for optical slot switched intra-datacenters networks.
Proceedings of the European Conference on Optical Communication, 2015

2014
Turbo Equalization Techniques Toward Robust PDM 16-QAM Optical Fiber Transmission.
JOCN, 2014

Anatomy of a Digital Coherent Receiver.
IEICE Trans. Commun., 2014

First experimental demonstration of coherent CAP for 300-Gb/s metropolitan optical networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Advanced modulation formats in cognitive optical networks: EU project CHRON demonstration.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Applications of expectation maximization algorithm for coherent optical communication.
Proceedings of the 22nd European Signal Processing Conference, 2014

Bayesian filtering for phase noise characterization and carrier synchronization of up to 192 Gb/s PDM 64-QAM.
Proceedings of the European Conference on Optical Communication, 2014

DSP-based focusing over optical fiber using time reversal.
Proceedings of the European Conference on Optical Communication, 2014

Robust cognitive-GN BER estimator for dynamic WDM networks.
Proceedings of the European Conference on Optical Communication, 2014

2013
Demonstration of EDFA cognitive gain control via GMPLS for mixed modulation formats in heterogeneous optical networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Coherent 40 Gb/s SP-16QAM and 80 Gb/s PDM-16QAM in an optimal supercomputer optical switch fabric.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Optical modulation format recognition in stokes space for digital coherent receivers.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2012
Experimental Study on OSNR Requirements for Spectrum-Flexible Optical Networks [Invited].
JOCN, 2012


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