Stephan Pachnicke

Orcid: 0000-0001-7321-7938

According to our database1, Stephan Pachnicke authored at least 86 papers between 2013 and 2024.

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Bibliography

2024
Comparison and optimization of different routing methods for meshed QKD networks using trusted nodes.
J. Opt. Commun. Netw., March, 2024

Experimental investigation of machine-learning-based soft-failure management using the optical spectrum.
J. Opt. Commun. Netw., February, 2024

Add-drop Multiplexing for Spectrally Overlapped Nonlinear Frequency Division Multiplexed Transmission Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Optical Multipath Interference Reduction Using Adaptive DC-Removal in High-Speed IM/DD Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Monitoring Data Augmentation of Spectral Information using VAE and GAN for Soft-Failure Identification.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Ring-Cascaded Sequential Micro-Ring Resonators Array as a Photonic Reservoir for Signal Equalization in Intra-Data Center Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Comparison of Passive Photonic Reservoir Computing Architectures for Signal Equalization of Future Generation Intra-DCN and Mobile Fronthaul Systems.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
Faulty branch identification in passive optical networks using machine learning.
JOCN, 2023

Branch Identification in Passive Optical Networks using Machine Learning.
CoRR, 2023

Joint QoT Estimation and Soft-Failure Localization using Variational Autoencoder.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Highly Scalable WDM Nonlinear Frequency Division Multiplexed Transmission System using Spectral Overlap.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Branch Identification in Passive Optical Networks using Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Transfer Learning for Handover Prediction in 5G Maritime Vehicular Networks.
Proceedings of the 19th International Symposium on Wireless Communication Systems, 2023

Fault Monitoring in Passive Optical Networks using Machine Learning Techniques.
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

2022
An OTDR event dataset.
Dataset, November, 2022

Reliability Data for Laser Lifetime Prediction.
Dataset, November, 2022

Synthetic tunable edge-emitting laser reliability dataset.
Dataset, November, 2022

An OTDR dataset for optical fiber monitoring.
Dataset, November, 2022

Dataset for Optical fiber faults.
Dataset, November, 2022

Machine-learning-based anomaly detection in optical fiber monitoring.
JOCN, 2022

Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder.
CoRR, 2022

A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication.
CoRR, 2022

Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory.
CoRR, 2022

Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals.
CoRR, 2022

Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory.
CoRR, 2022

A Hybrid CNN-LSTM Approach for Laser Remaining Useful Life Prediction.
CoRR, 2022

Investigation of Weighted DFE for High-Rate Short-Reach Transmission.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

8-APSK Transmission over 5400 km using a Silicon Photonics WDM NFT Soliton Transmitter and NN-based Equalization.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Exact component parameter agnostic QoT estimation using spectral data-driven LSTM in optical networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Experimental validation of nonlinear Fourier transform-based Kerr-nonlinearity identification over a 1600km SSMF link.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Partial Response O-band EML Transmission Beyond 300-GBd with a 128/256 GSa/s DAC.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Classification and forecasting of real-time server traffic flows employing long short-term memory for hybrid E/O data center networks.
JOCN, 2021

Reflective fiber fault detection and characterization using long short-term memory.
JOCN, 2021

Low-Complexity Nonlinearity Compensation for Short-Reach IM/DD Systems using PAM.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Recurrent Neural Network Soft Demapping for Mitigation of Fiber Nonlinearities and ISI.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Experimental Demonstration of a Silicon-Photonics WDM NFT Soliton Transmitter.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Feasibility of Transmitting 270 Gbit/s with PAM-8 in O-band CWDM4 with IM/DD System.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Experimental Comparison of Uniform and Probabilistically Shaped PAM-8 for IMDD System at Transmission Rates Beyond 200 Gbit/s.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Secure Collaborative Learning for Predictive Maintenance in Optical Networks.
Proceedings of the Secure IT Systems - 26th Nordic Conference, NordSec 2021, Virtual Event, 2021

Comparison of Direct-Detection Approaches for High-Speed Datacenter Campus Networks.
Proceedings of the European Conference on Optical Communication, 2021

Silicon Photonics Integrated Circuits for Nonlinear Fourier Transform Based Transmission.
Proceedings of the European Conference on Optical Communication, 2021

Experimental Investigation of Nonlinear Fourier Transform Based Fibre Nonlinearity Characterisation.
Proceedings of the European Conference on Optical Communication, 2021

402 Gb/s PAM-8 IM/DD O-Band EML Transmission.
Proceedings of the European Conference on Optical Communication, 2021

Experimental Comparison of Cap and Cup Probabilistically Shaped PAM for O-Band IM/DD Transmission System.
Proceedings of the European Conference on Optical Communication, 2021

Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks.
Proceedings of the European Conference on Optical Communication, 2021

2020
Comparison of PAM Formats for 200 Gb/s Short Reach Transmission Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Neural Network-Based Soft-Demapping for Nonlinear Channels.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Neural Network Assisted Geometric Shaping for 800Gbit/s and 1Tbit/s Optical Transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Lifetime Prediction of 1550 nm DFB Laser using Machine Learning Techniques.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Experimental Demonstration of Nonlinearity Compensation by Using SVM and Nonlinear Volterra Equalizer for 80 GBd DP-16-QAM Transmission.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Machine Learning Based Data Driven Diagnostic and Prognostic Approach for Laser Reliability Enhancement.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Improvement of Tomlinson-Harashima Precoding Performance for Bandwidth-Limited IM/DD Systems.
Proceedings of the European Conference on Optical Communications, 2020

A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks.
Proceedings of the European Conference on Optical Communications, 2020

Recurrent Neural Network Soft-Demapping for Nonlinear ISI in 800Gbit/s DWDM Coherent Optical Transmissions.
Proceedings of the European Conference on Optical Communications, 2020

Neural Networks based Equalization of Experimental Transmission using the Nonlinear Fourier Transformation.
Proceedings of the European Conference on Optical Communications, 2020

2019
Subcarrier Power Loading for Coherent Optical OFDM Optimized by Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Machine Learning-Based Traffic Prediction for Optical Switching Resource Allocation in Hybrid Intra-Data Center Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Adaptive Optical Transmission Systems employing Multidimensional Modulation.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

Multi-Step Forecasting of Intense Traffic Streams Using Machine Learning for Optical Circuit Switching.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

Machine Learning Based Laser Failure Mode Detection.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

2018
Hybrid Electro-Optical Intra-Data Center Networks Tailored for Different Traffic Classes.
JOCN, 2018

Optical Signal Processing in the Discrete Nonlinear Frequency Domain.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Intra-Data Center Network Optimization by Means of Application-Based Traffic Modeling and Optical Circuit Switching.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Performance Evaluation of NETCONF-Based Low Latency Cross-Connect for 5G C-RAN Architectures.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Flexible PAM in DWDM Transmission with Kramers-Kronig DSP.
Proceedings of the European Conference on Optical Communication, 2018

Visible Light Tricolor LED-to-Camera Data Transmission Suitable for Internet-of-Things and Sensor Applications.
Proceedings of the European Conference on Optical Communication, 2018

Separation of Bounded Higher-Order Solitons by Exploiting Collisions in WDM Transmission Systems.
Proceedings of the European Conference on Optical Communication, 2018

2017
Integrated SDN/NFV Orchestration for the Dynamic Deployment of Mobile Virtual Backhaul Networks Over a Multilayer (Packet/Optical) Aggregation Infrastructure.
JOCN, 2017

Capacity-Increasing 3D Spatial Demultiplexer Design for Optical Wireless MIMO Transmission.
Proceedings of the European Conference on Optical Communication, 2017

2016
Impact of Fixed-Mobile Convergence.
Proceedings of the 2016 International Conference on Optical Network Design and Modeling, 2016

Integrated SDN/NFV orchestration for the dynamic deployment of mobile virtual backhaul networks over a multi-layer (Packet/Optical) aggregation infrastructure.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Fronthaul performance demonstration in a WDM-PON-based convergent network.
Proceedings of the European Conference on Networks and Communications, 2016

2015
First Demonstration of a WDM-PON System Using Full C-band Tunable SFP+ Transceiver Modules [Invited].
JOCN, 2015

The frontiers of optical access networks.
Proceedings of the 2015 International Conference on Optical Network Design and Modeling, 2015

Field demonstration of a tunable WDM-PON system with novel SFP+ modules and centralized wavelength control.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Spectrally-efficient direct-detection WDM transmission systems.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

Direct-detection 16-QAM Nyquist-shaped subcarrier modulation with SSBI mitigation.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Fixed-mobile Convergence: Infrastructure, functionality, services - The combo perspective.
Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

Spectrally-efficient single sideband 16-QAM Nyquist-subcarrier modulation-based WDM transmission using an InP dual-drive Mach-Zehnder modulator and direct-detection.
Proceedings of the European Conference on Optical Communication, 2015

2014
First demonstration of a full C-Band tunable WDM-PON system with novel high-temperature DS-DBR lasers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Nyquist-shaped dispersion-precompensated subcarrier modulation with direct detection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Blind symbol synchronisation in direct-detection optical OFDM using virtual subcarriers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Effect of clipping on the performance of Nyquist-shaped dispersion-precompensated subcarrier modulation transmission with direct detection.
Proceedings of the European Conference on Optical Communication, 2014

2013
GPU-based parallelization of system modeling.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013


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