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Machine Learning for Communications
Contact:
Dirk Wübben
Involved Staff
E. Beck
S. Gracla
S. Hassanpour
M. Hummert
T. Monsees
D. Wübben
L. Zhu
Description
Projects
Human-integrated Swarm Exploration (HiSE)
Open 6G Hub
Radio Communication with Artificial Intelligence (FunKI)
Artificial Intelligence for Mobile Systems (AIMS)
TACNET 4.0
Publications
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2024
Flexible Robust Beamforming for Multibeam Satellite Downlink using Reinforcement Learning
BibT
E
X
A. Schröder
,
S. Gracla
,
M. Röper
,
D. Wübben
,
C. Bockelmann
,
A. Dekorsy
IEEE International Conference on Communications (ICC)
,
Denver, USA,
9. - 13. July 2024
Deep FAVIB: Deep Learning-Based Forward-Aware Quantization via Information Bottleneck Method
BibT
E
X
M. Hummert
,
S. Hassanpour
,
D. Wübben
,
A. Dekorsy
IEEE International Conference on Communications (ICC)
,
Denver, CO, USA,
9. - 13. June 2024
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient
BibT
E
X
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. May 2024
,
DOI
Improving NOMA Performance by Application of Autoencoders and Equidistant Power Allocation
BibT
E
X
M. Hummert
,
N. Bulk
,
C. Bockelmann
,
D. Wübben
,
A. Dekorsy
27th InternationalWorkshop on Smart Antennas (WSA)
,
Dresden, Germany,
17. - 19. March 2024
2023
Multi-Beam Analysis of Satellite Swarm-Based Antenna Arrays for 6G Direct-to-Cell Connectivity
BibT
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, Diego Tuzi, Thomas Delamotte, Maik Röper, Alea Schröder, Bho Matthiesen Andreas Knopp
IEEE Future Networks World Forum
,
Baltimore, MD, USA,
13. - 15. November 2023
Semantic Information Recovery in Wireless Networks
BibT
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X
E. Beck
,
C. Bockelmann
,
A. Dekorsy
MDPI
,
Sensors
,
Vol. 23, No. 14, pp. 6347,
July 2023
,
DOI
Energy and Bandwidth Efficiency of Event-Based Communication
BibT
E
X
C. Willuweit
,
C. Bockelmann
,
A. Dekorsy
IEEE 97th Vehicular Technology Conference (VTC Spring 23)
,
Florence, Italy,
20. - 23. June 2023
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications
BibT
E
X
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, Greece,
4. - 10. June 2023
Robust Precoding via Characteristic Functions for VSAT to Multi-Satellite Uplink Transmission
BibT
E
X
M. Röper
,
B. Matthiesen
,
D. Wübben
,
P. Popovski
,
A. Dekorsy
IEEE International Conference on Communications (ICC 2023)
,
Italy,
28. May - 1. June 2023
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
BibT
E
X
E. Beck
,
B.-S. Shin
,
S. Wang
,
A. Dekorsy
, Thomas Wiedemann, Dmitriy Shutin
MDPI
,
Electronics
,
Vol. 12, No. 8, pp. 1908,
April 2023
,
DOI
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Last change on 20.05.2022 by
D. Wübben
© Department of Communications Engineering -
University of Bremen
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