Carsten Tropschug

17 papers Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Branch Identification in Passive Optical Networks using Machine Learning. OFC Khouloud Abdelli, Carsten Tropschug, Helmut Grießer, Sander L. Jansen, Stephan Pachnicke
2023	J	`jnl`	Branch Identification in Passive Optical Networks using Machine Learning. CoRR Khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Sander Lars Jansen, Stephan Pachnicke
2023	—	`conf`	Fault Monitoring in Passive Optical Networks using Machine Learning Techniques. ICTON Khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Stephan Pachnicke
2023	J	`jnl`	Fault Monitoring in Passive Optical Networks using Machine Learning Techniques. CoRR Khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Stephan Pachnicke
2023	J	`jnl`	Faulty Branch Identification in Passive Optical Networks using Machine Learning. CoRR Khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Stephan Pachnicke
2023	J	`jnl`	Faulty branch identification in passive optical networks using machine learning. JOCN Khouloud Abdelli, Carsten Tropschug, Helmut Griesser, Stephan Pachnicke
2022	—	`conf`	DeepALM: Holistic Optical Network Monitoring based on Machine Learning. OFC Joo Yeon Cho, Jose-Juan Pedreno-Manresa, Sai Kireet Patri, Khouloud Abdelli, Carsten Tropschug, Jim Zou, Piotr Rydlichowski
2022	J	`jnl`	DeepALM: Holistic Optical Network Monitoring based on Machine Learning. CoRR Joo Yeon Cho, Jose-Juan Pedreno-Manresa, Sai Kireet Patri, Khouloud Abdelli, Carsten Tropschug, Jim Zou, Piotr Rydlichowski
2022	J	`jnl`	Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks. CoRR Khouloud Abdelli, Florian Azendorf, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke
2022	J	`jnl`	ML-based Anomaly Detection in Optical Fiber Monitoring. CoRR Khouloud Abdelli, Joo Yeon Cho, Carsten Tropschug
2022	J	`jnl`	Machine Learning-based Anomaly Detection in Optical Fiber Monitoring. CoRR Khouloud Abdelli, Joo Yeon Cho, Florian Azendorf, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke
2022	J	`jnl`	Machine-learning-based anomaly detection in optical fiber monitoring. JOCN Khouloud Abdelli, Joo Yeon Cho, Florian Azendorf, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke
2022	J	`jnl`	Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory. CoRR Khouloud Abdelli, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke
2022	J	`jnl`	Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory. CoRR Khouloud Abdelli, Helmut Griesser, Peter Ehrle, Carsten Tropschug, Stephan Pachnicke
2021	—	`conf`	A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis. OFC Khouloud Abdelli, Helmut Grießer, Carsten Tropschug, Stephan Pachnicke
2021	—	`conf`	Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks. ECOC Khouloud Abdelli, Florian Azendorf, Helmut Grießer, Carsten Tropschug, Stephan Pachnicke
2021	J	`jnl`	Reflective fiber fault detection and characterization using long short-term memory. JOCN Khouloud Abdelli, Helmut Grießer, Peter Ehrle, Carsten Tropschug, Stephan Pachnicke