Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders V Lauinger, F Buchali, L Schmalen IEEE Journal on Selected Areas in Communications 40 (9), 2529 - 2539, 2022 | 22 | 2022 |
CMOS DAC supported 1.1 Tb/s/λ DWDM transmission at 9.8 bit/s/Hz over DCI distances F Buchali, V Lauinger, M Chagnon, K Schuh, V Aref Journal of Lightwave Technology 39 (4), 1171-1178, 2020 | 22 | 2020 |
1.1 Tb/s/λ at 9.8 bit/s/Hz DWDM transmission over DCI distances supported by CMOS DACs F Buchali, V Lauinger, M Chagnon, K Schuh, V Aref Optical Fiber Communication Conference, Th3E. 2, 2020 | 22 | 2020 |
Beyond 100 GBaud transmission supported by a 120 GSa/s CMOS digital to analog converter F Buchali, M Chagnon, K Schuh, V Lauinger European Conference on Optical Communication (ECOC 2019), 2019 | 19 | 2019 |
Blind Channel Equalization Using Vector-Quantized Variational Autoencoders J Song, V Lauinger, Y Wu, C Häger, J Schröder, L Schmalen, ... arXiv preprint arXiv:2302.11687, 2023 | 4 | 2023 |
From algorithm to implementation: enabling high-throughput CNN-based equalization on FPGA for optical communications J Ney, C Füllner, V Lauinger, L Schmalen, S Randel, N Wehn Samos Conference on Embedded Computer Systems: Architectures, Modeling and …, 2023 | 3 | 2023 |
Unsupervised ANN-based equalizer and its trainable FPGA implementation J Ney, V Lauinger, L Schmalen, N Wehn European Conference on Networks and Communications (EuCNC) and 6G Summit, 2023 | 3 | 2023 |
Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks V Lauinger, P Matalla, J Ney, N Wehn, S Randel, L Schmalen Optical Fiber Communication Conference (OFC), 2024 | 2 | 2024 |
Blind Equalization for Coherent Optical Communications Based on Variational Inference V Lauinger, F Buchali, L Schmalen Advanced Photonic Congress: Signal Processing in Photonic Communications …, 2021 | 2 | 2021 |
Improving the Bootstrap of Blind Equalizers with Variational Autoencoders V Lauinger, F Buchali, L Schmalen Optical Fiber Communication Conference (OFC), 2023 | 1 | 2023 |
Blind and Channel-agnostic Equalization Using Adversarial Networks V Lauinger, M Hoffmann, J Ney, N Wehn, L Schmalen IEEE Global Communications Conference (GLOBECOM) 2022, 585-590, 2022 | 1 | 2022 |
CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture J Ney, C Füllner, V Lauinger, L Schmalen, S Randel, N Wehn arXiv preprint arXiv:2405.02323, 2024 | | 2024 |
Real-Time FPGA Demonstrator of ANN-Based Equalization for Optical Communications J Ney, P Matalla, V Lauinger, L Schmalen, S Randel, N Wehn IEEE International Conference on Machine Learning for Communication and …, 2024 | | 2024 |
Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders J Song, V Lauinger, C Häger, J Schröder, L Schmalen, H Wymeersch European Conference on Optical Communication (ECOC), 2023 | | 2023 |