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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
Instantaneous Bandwidth Estimation for Efficient Sampling of Electrocardiograms
BibT
E
X
C. Willuweit
,
J. Königs
,
C. Bockelmann
,
A. Dekorsy
IEEE 99th Vehicular Technology Conference (VTC Spring 24)
,
Singapur, Singapore,
24. - 26. July 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
Deep Learning-Based Forward-Aware Quantization for Satellite-Aided Communications via Information Bottleneck Method
BibT
E
X
M. Hummert
,
S. Hassanpour
,
D. Wübben
,
A. Dekorsy
2024 EuCNC & 6G Summit
,
Antwerp, Belgium,
3. - 6. 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
Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks
BibT
E
X
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
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
E
X
, 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
E
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
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Last change on 20.05.2022 by
D. Wübben
© Department of Communications Engineering -
University of Bremen
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