Publikationen von ANT Mitarbeitern von Armin Dekorsy
2024
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Flexible Robust Beamforming for Multibeam Satellite Downlink using Reinforcement Learning
BibTEX
A. Schröder, S. Gracla, M. Röper, D. Wübben, C. Bockelmann, A. Dekorsy
IEEE International Conference on Communications (ICC),
Denver,
USA,
9. - 13. Juli 2024 -
Deep FAVIB: Deep Learning-Based Forward-Aware Quantization via Information Bottleneck Method
BibTEX
M. Hummert, S. Hassanpour, D. Wübben, A. Dekorsy
IEEE International Conference on Communications (ICC),
Denver, CO,
USA,
9. - 13. Juni 2024 -
Interference Prediction in Unconnected In-X Mobile 6G Subnetworks Using a Data-Driven Approach
BibTEX
P. Gautam, C. Bockelmann, A. Dekorsy
IEEE International Conference on Communications (ICC), Denver, USA,
9. - 13. Juni 2024 -
Deep Learning-Based Forward-Aware Quantization for Satellite-Aided Communications via Information Bottleneck Method
BibTEX
M. Hummert, S. Hassanpour, D. Wübben, A. Dekorsy
2024 EuCNC & 6G Summit,
Antwerp,
Belgien,
3. - 6. Juni 2024 -
Enhancing Multi-Service Transmission Efficiency in High-Density Scenarios with Service-Based NOMA and Unequal Error Protection
BibTEX
N. Bulk, C. Bockelmann, A. Dekorsy
28. VDE-ITG-Fachtagung Mobilkommunikation (MKT'24),
pp. 5,
Osnabrueck, Germany,
14. - 15. Mai 2024 -
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient
BibTEX
E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN 2024),
Vol. 1, pp. 7,
5. - 8. Mai 2024, DOI -
Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks
BibTEX
A. Halimi Razlighi, C. Bockelmann, A. Dekorsy
This work has been submitted to the IEEE Wireless Communications Letters.,
April 2024 -
Improving NOMA Performance by Application of Autoencoders and Equidistant Power Allocation
BibTEX
M. Hummert, N. Bulk, C. Bockelmann, D. Wübben, A. Dekorsy
27th InternationalWorkshop on Smart Antennas (WSA),
Dresden,
Deutschland,
17. - 19. März 2024 -
Channel Estimation and Pilot Overhead Reduction in OFDM Systems using Compressed Sensing Dynamic Mode Decomposition
BibTEX
F. Haddad, C. Bockelmann, A. Dekorsy
IEEE Communications Letters,
Februar 2024 -
Human-integrated Multi-agent Exploration using Semantic Communication and Extended Reality Simulation
BibTEX
E. Beck, A. Dekorsy, A. Suresh, P. Rückert, K. Tracht
IEEE,
IEEE International Conference on Automation, Robotics and Applications (ICARA 2024),
Vol. 10, pp. 7,
Athens,
Griechenland,
22. - 24. Februar 2024 -
On-Board Federated Learning for Satellite Clusters with Inter-Satellite Links
BibTEX
N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE Transactions on Communications (TCOM),
Januar 2024
2023
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RAN Functional Split Options for Integrated Terrestrial and Non-Terrestrial 6G Networks
BibTEX
M.R. Elmeligy, T. Düe, M. Vakilifard, D. Wübben, A. Dekorsy
11th International Japan-Africa Conference on Electronics, Communications and Computations (JAC-ECC 2023),
Cairo,
Ägypten,
18. - 20. Dezember 2023 -
Herausforderungen und Möglichkeiten in der Kommunikation für autonome Unterwasserfahrzeuge
BibTEX
D. Wübben, A. Könsgen, A. Udugama, A. Dekorsy, A. Förster
Kapitel in
KI-Technologie für Unterwasserroboter,
pp. 91-102,
Dezember 2023, ISBN 978-3-031-42368-0 -
Adaptive Steuerung für Unterwasser-Greifsysteme
BibTEX
P. Kampmann, C. Büskens, S. Wang, D. Wübben, A. Dekorsy
Kapitel in
KI-Technologie für Unterwasserroboter,
pp. 127-136,
Springer Vieweg Cham,
Dezember 2023 -
Cooperative Interference Estimation using LSTM-based Federated Learning for In-X Subnetworks
BibTEX
P. Gautam, M. Vakilifard, C. Bockelmann, A. Dekorsy
IEEE Global Communications Conference (GLOBECOM 2023),
Kuala Lumpur,
Malaysia,
4. Dezember 2023 -
Scheduling for On-Board Federated Learning with Satellite Clusters
BibTEX
N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE Global Communications Conference (GLOBECOM), Workshop on Artificial Intelligence Driven Integrated Satellite-Terrestrial Network,
Kuala Lumpur,
Malaysia,
4. Dezember 2023 -
Enhancing CNN-based Channel Estimation using Transfer Learning in OFDM Systems
BibTEX
L. Zhu, C. Bockelmann, A. Dekorsy, Thorsten Schier, Salah Eddine Hajri
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC),
Shanghai,
China,
25. - 28. September 2023 -
NOLLA: Non-Linear Outer Loop Link Adaptation for Enhancing Wireless Link Transmission
BibTEX
L. Zhu, C. Bockelmann, A. Dekorsy, Thorsten Schier, Salah Eddine Hajri
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) ,
Toronto,
Kanada,
5. - 8. September 2023 -
Semantic Information Recovery in Wireless Networks
BibTEX
E. Beck, C. Bockelmann, A. Dekorsy
MDPI,
Sensors,
Vol. 23, No. 14, pp. 6347,
Juli 2023, DOI -
Energy and Bandwidth Efficiency of Event-Based Communication
BibTEX
C. Willuweit, C. Bockelmann, A. Dekorsy
IEEE 97th Vehicular Technology Conference (VTC Spring 23),
Florence,
Italien,
20. - 23. Juni 2023 -
AI for Satellite 5G Communications (AIComS)
BibTEX
A. Dekorsy, D. Wübben, M. Röper, H. Bischl, M. Taddiken, C. Baumgärtner, U. Sedlmayr, K. Schilling, T. Petermann, G. Schreiber, F. Curreli
European Conference on Networks and Communications & 6G Summit (EuCNC & 6G Summit 2023),
Gothenburg,
Schweden,
6. - 9. Juni 2023 -
6G-TakeOff: Holistic 3D Communication Networks for 6G
BibTEX
D. Wübben, A. Dekorsy, H.D. Schotten, A. Frisch, M. Britsch, M. Breitbach, K. Geißinger, T. Heckmann, A. Daurembekova, F. Clazzer, B. Barth, N. Montealegre, M. Andjelkovic, T. Petermann, G. Dietl, K. Schilling
European Conference on Networks and Communications & 6G Summit (EuCNC & 6G Summit 2023),
Gothenburg,
Schweden,
6. - 8. Juni 2023 -
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications
BibTEX
S. Gracla, A. Schröder, M. Röper, C. Bockelmann, D. Wübben, A. Dekorsy
SDPNGS 2023: Signal and Data Processing for Next Generation Satellites at 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023),
Rhodos,
Griechenland,
4. - 10. Juni 2023, DOI -
Robust Precoding via Characteristic Functions for VSAT to Multi-Satellite Uplink Transmission
BibTEX
M. Röper, B. Matthiesen, D. Wübben, P. Popovski, A. Dekorsy
IEEE International Conference on Communications (ICC 2023),
Italien,
28. Mai - 1. Juni 2023 -
A Dynamical Model for CSI Feedback in Mobile MIMO Systems using Dynamic Mode Decomposition
BibTEX
F. Haddad, C. Bockelmann, A. Dekorsy
IEEE International Conference on Communications,
Italien,
28. Mai - 1. Juni 2023 -
Equidistant Power Allocation for a service-based NOMA scheme
BibTEX
N. Bulk, C. Bockelmann, A. Dekorsy, Alec Prinz
VDE,
27. VDE-ITG-Fachtagung Mobilkommunikation (MKT'23),
Osnabrueck,
Deutschland,
9. - 10. Mai 2023, ISBN 978-3-8007-6094-7 -
Federated Learning in Satellite Constellations
BibTEX
B. Matthiesen, N. Razmi, I. Leyva-Mayorga, A. Dekorsy, P. Popovski
IEEE Network,
April 2023 -
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
BibTEX
E. Beck, B.-S. Shin, S. Wang, A. Dekorsy, Thomas Wiedemann, Dmitriy Shutin
MDPI,
Electronics,
Vol. 12, No. 8, pp. 1908,
April 2023, DOI -
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation
BibTEX
S. Gracla, C. Bockelmann, A. Dekorsy
International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding,
Braunschweig,
Deutschland,
27. Februar - 3. März 2023, ISBN 978-3-8007-6050-3 -
A Comparison between RSMA, SDMA, and OMA in Multibeam LEO Satellite Systems
BibTEX
A. Schröder, M. Röper, D. Wübben, B. Matthiesen, P. Popovski, A. Dekorsy
International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding,
Braunschweig,
Deutschland,
27. Februar - 3. März 2023